20C Sets and Venn diagrams

Size: px
Start display at page:

Download "20C Sets and Venn diagrams"

Transcription

1 20C Sets and Venn diagrams set is just a collection of objects, but we need some new words and symbols and diagrams to be able to talk sensibly about sets. Some tricky counting problems can be solved by using a type of diagram called a Venn diagram to illustrate the sets involved. Describing and naming sets In day-to-day life, we try to make sense of the world we live in by classifying collections of things. English has many words for such collections. For example, we speak of a flock of birds, a herd of cattle, a swarm of bees and a colony of ants. We do a similar thing in mathematics, and classify numbers, geometrical figures and other things into collections that we call sets. The objects in these sets are called the elements of the set. Describing a set set can be described by listing all of its elements. For example: S = {, 3, 5, 7, 9} We read this as S is the set with elements, 3, 5, 7 and 9. Notice how the five elements of the set are separated by commas and the list is enclosed between curly brackets. set can also be described by writing a description of its elements between curly brackets. Thus the set S can also be written as S = {odd whole numbers less than 0}, which we read as S is the set of odd whole numbers less than 0. set must be well defined It is important that our description of the elements of a set is clear and unambiguous. For example, {tall people} is not a set, because people tend to disagree about what tall means. set must be well defined, like the following set: {letters in the English alphabet}. Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

2 Equal sets Two sets are called equal if they have exactly the same elements. Thus {a, e, i, o, u} = {vowels in the English alphabet}. On the other hand, the sets {, 3, 5} and{, 2, 3} are not equal, because they have different elements. This is written as {, 3, 5} {, 2, 3}. The order in which the elements are written between the curly brackets does not matter at all. For example: {, 3, 5, 7, 9} = {3, 9, 7, 5, } = {5, 9,, 3, 7} If an element is listed more than once, it is only counted once. For example, {a, a, b} = {a, b} The set {a, a, b} has only the two elements a and b. The second mention of a is an unnecessary repetition and can be ignored. However, it is normally considered poor notation to list an element more than once. The symbols and The phrase is an element of occurs so often in discussing sets that the special symbol is used for it. For example, if = {3, 4, 5, 6}, then 3. (We read 3 as 3 is an element of the set.) The symbol means is not an element of. For example, if = {3, 4, 5, 6}, then 8. (We read 8 as 8 is not an element of the set.) Describing and naming sets set is a collection of objects, called the elements of the set. set must be well defined, meaning that its elements can be described or listed without ambiguity. For example: {, 3, 5} and {letters of the English alphabet}. Two sets are called equal if they have exactly the same elements. If a is an element of a set S, we write a S. If b is not an element of a set S, we write b S. Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 2

3 Exercise List the elements of each of these sets. a {odd whole numbers between 0 and 2} b {two digit numbers ending with 3} c the set of months ending in y d {continents} e {multiples of 6 between 0 and 40} f {multiples of 7 between 0 and 40} g {perfect squares less than 50} h {prime numbers less than 30} 2 Give a verbal description of each set. a {a, b, c} b {, 3, 5} c {2, 3, 5, 7} 3 State whether or not the following sets are well defined, and give a reason in each case if not. a {best films of 955} b {States of ustralia} c {whole numbers less than } d {brightly coloured birds} f {people now in this room} e {small numbers} g {people who vote Labor} 4 Which of the following pairs of sets are equal? {2, 3, 5} and {3, 5, 2} {7,, 4} and {, 9, 4} C {64, 7 + 2, } and {2, 9, } D {letters of the alphabet following v} and {w, x, w, y, z, x, w} 5 Replace in each statement by either = or. a {a, b, c} {c, b, a} b {, 2, 4} {, 4, 2,, 4, 4} c {a, b, c} {x, y, z} d {7 + 2, 5 } {4, 9} e {citizens of ustralia} {men, women and children in ustralia} 3 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

4 6 Let S = {8, 9, 0,, 2}. Rewrite each sentence in symbols, using or. a 9 is an element of S. b 2 is an element of S. c 5 is not an element of S. d 0 is not an element of S. 7 Replace in each statement by either or. a 3 {0,, 2, 3, 8} b dog {five-letter words} c 5 {0,, 2, 4} d Sydney {cities north of the equator} e g {vowels} f 20 {perfect squares} g {prime numbers} h 6 {even whole numbers} Finite and infinite sets ll the sets we have seen so far have been finite sets, meaning that we can list all their elements. Here are two more examples: {whole numbers between 2000 and 2005} = {200, 2002, 2003, 2004} {whole numbers between 2000 and 3000} = {200, 2002, 2003,, 2999} The three dots in the second example stand for the other 995 numbers in the set. We could have listed them all, but to save space we used dots instead. This notation can only be used if it is clear what it means, as in this case. Infinite sets set can also be infinite all that matters is that it is well defined. Here are two examples of infinite sets: {even whole numbers} = {0, 2, 4, 6, 8, 0, } {whole numbers greater than 2000} = {200, 2002, 2003, 2004, } oth these sets are infinite because no matter how many elements we list, there are always more elements in the set that are not in our list. This time the dots have a slightly different meaning, because they stand for infinitely many elements that we could not possibly list, no matter how long we tried. Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 4

5 The symbol S for the number of elements of a finite set If S is a finite set, the symbol S stands for the number of elements of S. For example: If S = {, 3, 5, 7, 9}, then S = 5. If = {00, 002, 003,, 3000}, then = If T = {letters in the English alphabet}, then T = 26. One-element sets set may have only one element, like the set S defined by S = {5}, S is the set whose only element is 5. It is important to distinguish between the number 5 and the set S = {5}: 5 S but 5 S. In this case S =. tin containing a single biscuit is quite a different object from the biscuit itself. The biscuit tin can be thought of as a set with one element, whereas the biscuit is a biscuit. The empty set The symbol represents the empty set, which is the set that has no elements at all. The empty set is like a biscuit tin after all the biscuits have been eaten: there is nothing in the whole universe that is an element of : = 0 and x, no matter what x may be. There is only one empty set, because any two empty sets have exactly the same elements (that is, no elements) and so they must be equal to one another. Finite and infinite sets set is called finite if we can list all of its elements. n infinite set has the property that no matter how many elements we list, there are always more elements in the set that are not in our list. If S is a finite set, the symbol S stands for the number of elements of S. The set with no elements is called the empty set, and is written as. Thus = 0. 5 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

6 Exercise Is each of these a well defined set? If it is well defined, is it finite or infinite? a {large whole numbers} b {adults in ustralia who like music} c {fractions between and 2} d {working mobile phones in ustralia} e {points on a particular line } f {past and present ustralian senators} g {whole numbers between million and trillion} 2 Find the size of each set. a = {5, 6, 8} b = {0,, 4, 5, 8, 9} c = {0, 20, 30,, 200} d = {letters of the alphabet} e = {states of ustralia} f = {primes less than 20} g = {perfect squares less than 20} h = {50, 5, 52,, 70} i = k = {0,, } j = {p} l = {vowels} 3 List, or begin to list, the elements of each of the following sets (you may need to use dots). Then state whether it is a finite or an infinite set. a {whole numbers less than 0} b {odd whole numbers between 0 and 20} c {all perfect squares} d {whole numbers greater than 50} e {even whole numbers between and 7} f {multiples of 7 greater than 50} g {prime numbers less than 30} Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 6

7 4 State whether each set is the empty set or is a non-empty set. a {dogs 50 m high} b {whole numbers greater than 4 but less than 6} c {English speakers on Mars} d {whole numbers greater than 7 but less than 8} e {English words with three Es} f {letters in the alphabet that are not vowels or consonants} 5 Explain whether each statement is true or false. a The set of points on a line is a finite set. b {whole numbers less than } is a finite set. c {human beings who have ever lived} is an infinite set. d If two finite sets are equal, then they have the same number of elements. e If two finite sets have the same number of elements, then they are equal. f If and are empty sets, then =. 6 Should the symbol in each statement be replaced by = or by? a If = {7, 0, 38} and = {Peter, Paul, Mary}, then. b If = {7, 0, 38} and = {Peter, Paul, Mary}, then. c {, 3, 5, 7} {7, 5,, 3} d {8, 3, 5, 7} {7, 5, 7, 8, 3, 8, 5} e If T = {primes less than 0}, then T 5. f If H = {positive multiples of 3 less than 20}, then H 6. g If K = {0,, 2,, 0}, then K 0. h If L = {0}, then L 0. i If = {0, 0}, then. j If =, then 0. 7 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

8 C Subsets of a set Sets of things are often further subdivided. For example, owls are a particular type of bird, so every owl is also a bird. We express this by saying that the set of owls is a subset of the set of birds. set S is called a subset of another set T if all the elements of S are elements of T. This is written as S T. (We read this as S is a subset of T.) The new symbol means is a subset of. Thus {owls } {birds} because every owl is a bird. Similarly, if = {2, 4, 6} and = {0,, 2, 3, 4, 5, 6}, then, because every element of is an element of. The sentence S is not a subset of T is written as S T. This means that at least one element of S is not an element of T. For example, {birds} {flying creatures} because an ostrich is a bird, but it does not fly. Similarly, if = {0,, 2, 3, 4} and = {2, 3, 4, 5, 6}, then, because 0, but 0. The set itself and the empty set are always subsets ny set S is always a subset of itself, because every element of S is an element of S. For example: {birds} {birds} If = {, 2, 3, 4, 5, 6}, then. Furthermore, the empty set is a subset of every set S, because every element of the empty set is an element of S, as there is no element in that lies outside S. For example: {birds} If = {, 2, 3, 4, 5, 6}, then. Subsets and the adjective all Statements about subsets can be rewritten as sentences using the word all. For example: {owls} {birds} means ll owls are birds. {birds} {flying creatures} means Not all birds are flying creatures. Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 8

9 Venn diagrams Diagrams make mathematics easier because they help us to see the whole situation at a glance. The English mathematician John Venn ( ) began using diagrams to represent sets. His diagrams are now called Venn diagrams. The universal set In most problems involving sets, it is convenient to choose a larger set that contains all of the elements in all of the sets being considered. This larger set is called the universal set, and is usually given the symbol E. In a Venn diagram, the universal set is generally drawn as a large rectangle, and then other sets are represented by circles within this rectangle. For example, If V = {vowels}, we could choose the universal set to be E = {letters of the alphabet} and all the letters of the alphabet would then need to be placed somewhere within the rectangle, as shown below. E V a e i o u b c d f g h j k l m n p q r s t v w x y z In the Venn diagram below, the universal set is E = {0,, 2, 3, 4, 5, 6, 7, 8, 9, 0}, and each of these numbers has been placed somewhere within the rectangle. E The region inside the circle represents the set of odd whole numbers between 0 and 0. Thus we place the numbers, 3, 5, 7 and 9 inside the circle, because = {, 3, 5, 7, 9}. Outside the circle we place the other numbers 0, 2, 4, 6, 8 and 0 that are in E but not in. 9 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

10 Representing subsets on a Venn diagram When we know that S is a subset of T, we place the circle representing S inside the circle representing T. For example, let S = {0,, 2}, and T = {0,, 2, 3, 4}. Then S is a subset of T, as illustrated in the Venn diagram below. E 4 S T Subsets of a set If all the elements of a set S are elements of another set T, then S is called a subset of T. This is written as S T. If at least one element of S is not an element of T, then S is not a subset of T. This is written as S T. For any set S, S and S S. Statements about subsets can be rewritten using the words all or not all. Subsets can be represented using a Venn diagram. Exercise C Choose whether or should replace in these sentences. a {cats} {mammals} b {animals} {mammals} c {primes} {odd numbers} d {brick buildings} {homes} e {boys} {males} f {adults} {people} 2 Let = {, 2, 3, 4,, 0}, = {, 2, 3, 8, 9} and C = {2, 3, 5, 7, 9}. Copy these statements, replacing with either or. a b C c C d {, 4, 9, 6} e {3, 5} f g h i j C {prime numbers} k {2, 4, 6} Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 0

11 3 Explain why each statement below is true. a If S is a set, then S. b If and C, then C. c If S is a set, then S S. d If and, then =. e If x S, then {x} S. f If x S and y S, then {x, y} S. g If, where and are finite sets, then. 4 re the statements below true or false? Explain your answers. a If and and are finite sets, then <. b If and and are finite sets, then <. c If = and and are finite sets, then =. d If C and, and C are finite sets, then C. 5 a List all subsets of each set listed below. (Recall that the set itself and the empty set are subsets.) i {a, b, c} ii {a, b} iii {a} b How many subsets did each set have? What pattern do those numbers form? 6 Rewrite each of the following statements using set notation and the symbol or. a ll fish are animals. b Numbers ending in 6 are all even. c Not all children with blonde hair are naughty. d Not all numbers ending in 4 are multiples of 4. e Not all adults are sensible. 7 a Construct three particular sets, and C such that, C and C. b Construct three particular sets, and C for which, C and C. 8 a Construct two particular sets and such that and. b Construct two particular sets and such that and. Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

12 D Sets and the number line Whole numbers The whole numbers are the numbers 0,, 2, 3,. These are often called the counting numbers, because they are the numbers we use when counting things. In particular, we have been using these numbers to count the number of elements of finite sets. Zero is a whole number, because zero is the number of elements of the empty set. The set of all whole numbers can be represented by dots on the number line ny set of whole numbers can be represented on the number line. For example, here is the set {0,, 4}: Sets and the number line The set of whole numbers is infinite. The set of whole numbers can be represented on the number line. Exercise D Write down, using set notation, the set represented by the blue dots. a b c d Represent each set on a number line. a {, 2, 5} b {0,, 5, 6} c {2, 3} d {4} Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 2

13 e {whole numbers less than 5} f {even whole numbers less than 5 units from 6} g {odd whole numbers between 0 and 8} h the set of prime numbers less than 2 i the set of numbers that are 2 units from 3 j {even whole numbers between 3 and 9} k {whole numbers between and 4 inclusive} l {odd whole numbers between 3 2 and 4 2 } 3 List the elements of the set such that {whole numbers}, = 7, and the largest number in is 6. E Union and intersection We often need to talk about the overlap between sets. We use some new words and new notation to describe the situation. The intersection of two sets The intersection of two sets and consists of all elements belonging both to and to. This is written as. For example, some musicians are singers and some play an instrument. If = {singers} and = {instrumentalists}, then = {singers who play an instrument}. Here is an example using small sets of letters. If V = {vowels} and F = {letters in dingo }, then V F = {i, o}. This can be represented on a Venn diagram as follows. E V e a u i o d n g F 3 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

14 We return to a discussion of intersection and Venn diagrams in the next section. Intersection and the word and The word and tells us that there is an intersection of two sets. For example: {singers } {instrumentalists} = {people who sing and play an instrument} {vowels} {letters of dingo } = {letters that are vowels and are in dingo } The union of two sets The union of two sets and consists of all elements belonging to or to. This is written as. Note that the elements may belong to both. Continuing with the example of singers and instrumentalists: If = {singers} and = {instrumentalists}, then = {musical performers}. In the case of the sets of letters: If V = {vowels} and F = {letters in dingo }, then V F = {a, e, i, o, u, d, n, g}. This can be represented on a Venn diagram as follows. E V e a u i o d n g F We return to a discussion of union and Venn diagrams in the next section. Union and the word or The word or tells us that there is a union of two sets. For example: {singers } {instrumentalists} = {people who sing or play an instrument} {vowels} {letters in dingo } = {letters that are vowels or are in dingo } Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 4

15 Note that the word or in mathematics always means and/or, so there is no need to add or both to these descriptions of the unions. For example, let = {even whole numbers that are less than 5} and = {whole numbers divisible by 3 that are less than 5}. Then: = {0, 2, 4, 6, 8, 0, 2, 4} and = {0, 3, 6, 9, 2} = {0, 2, 3, 4, 6, 8, 9, 0, 2, 4} Note: 6 and 2 are in both and. Disjoint sets Two sets are called disjoint sets if they have no elements in common. For example: The sets M = {men} and W = {women} are disjoint. The sets S = {2, 4, 6, 8} and T = {, 3, 5, 7} are disjoint. E S T nother way to define disjoint sets is to say that their intersection is the empty set: Two sets and are called disjoint if =. In the two examples above, M W = because no person is both a man and a woman, and S T = because no number lies in both sets. Union and intersection Let and be two sets. The intersection is the set of all elements belonging to and to. The union is the set of all elements belonging to or to. In mathematics, the word or always means and/or. The two sets are called disjoint if they have no elements in common, that is, if =. 5 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

16 Exercise E Use the words and and or to describe the sets P Q and P Q. a P = {boys who play cricket}, Q = {boys who play tennis} b P = {girls who study mathematics}, Q = {girls who study history} c P = {triangles with a right angle}, Q = {triangles with two equal sides} d P = {perfect square}, Q = {even whole numbers} e P = {animals with fur}, Q = {animals with webbed feet} 2 In each part, describe the sets and. Then state whether or not the sets are disjoint. a = {girls who play winter sport}, = {girls who play summer sport} b = {popular singers}, = {classical singers} c = {hard-boiled eggs}, = {soft-boiled eggs} d = {people born in ustralia}, = {people born overseas} 3 In each part, list the sets X Y and X Y, then state whether or not the sets are disjoint. a X = {0,, 5, 8}, Y = {0, 5, 8, 0, 2} b X = {0,, 4, 9, 6}, Y = {2, 3, 5, 7,, 3} c X = {a, b, c, d, e, f}, Y = {b, c, f, g, k} d X = {2, 4, 6, 8}, Y = {, 3, 5} e X = {, 2, 3,, 20}, Y = {5, 6, 7,, 50} f X = {2, 5, 0, 2, 4}, Y = {5, 0, 4} 4 In each part, list the elements of and, then represent them on separate number lines. a = {0, 3, 6}, = {, 2, 3} b = {odd numbers between 0 and 0}, = {whole numbers less than 6}. Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 6

17 5 In each part, list the elements of C and C. a = {0, 4, 8, 2, 6}, = {0, 3, 6, 9, 2, 5}, C = {0, 0, 20} b = {, 3, 5, 7, 9, }, = {, 2, 3, 4, 5, 6}, C = {7, 8, 9, 0,, 2} 6 a Let = {mammals}. i Write down a subset S of. ii Write down another subset T of so that S and T are disjoint. b Let N = {whole numbers}. i Write down an infinite subset S of N. ii Write down another infinite subset T of N so that S and T are disjoint. 7 Explain why the following statements are true, where and are any two sets. a b c d e f 8 Copy and complete the following statements, where and can be any two sets. a If then = b If then = c = d = e = f = 9 Suppose and are finite sets. re the following statements true or false? Explain your answers. a = b = 0 c = + d = 7 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

18 F Set complements and Venn diagrams Complement of a set Suppose that a suitable universal set E has been chosen. The complement of a set S is the set of all elements of E that are not in S. The complement of S is written as S c. For example: If E = {letters} and V = {vowels}, then V c = {consonants} If E = {whole numbers} and O = {odd whole numbers}, then O c = {even whole numbers} Complement and the adverb not The adverb not always corresponds to the complement of a set. For example: If E = {letters} and V = {vowels}, then V c = {letters that are not vowels} = {consonants} If E = {whole numbers} and O = {odd whole numbers}, then O c = {whole numbers that are not odd} = {even whole numbers} Venn diagrams and set complements Note: In the next three Venn diagrams below, the universal set is E = {0,, 2, 3, 4, 5, 6, 7, 8, 9, 0}, and all these numbers are placed somewhere within the rectangle. In the first Venn diagram below, the region inside the circle represents the set of odd whole numbers between 0 and 0. Thus we place the numbers, 3, 5, 7 and 9 inside the circle, because = {, 3, 5, 7, 9}. Outside the circle, we place the other numbers in E (0, 2, 4, 6, 8 and 0) that are not in. Thus the region outside the circle represents the complement: c = {0, 2, 4, 6, 8, 0} E Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 8

19 Venn diagrams of intersections and unions The Venn diagram below shows two sets and, where = {, 3, 5, 7, 9} and = {, 2, 3, 4, 5}. The numbers, 3 and 5 lie in both sets, so we place them in the overlapping region of the two circles. The remaining numbers in are 7 and 9; these are placed inside but outside. The remaining numbers in are 2 and 4; these are placed inside but outside. E Thus the overlapping region represents the intersection = {, 3, 5}, and the two circles together represent the union, because = {, 2, 3, 4, 5, 7, 9}. The four remaining numbers 0, 6, 8 and 0 are placed outside both circles. Representing disjoint sets on a Venn diagram When we know that two sets are disjoint, we represent them by circles that do not intersect. For example, let P = {0,, 2, 3} and Q = {8, 9, 0}. Then P and Q are disjoint, as illustrated in the Venn diagram below. E 5 P Q Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

20 Set complements and Venn diagrams We often choose a convenient universal set that contains all the elements under discussion. The complement of a particular set consists of all elements of the universal set that are not in the set under discussion. Sets are represented in a Venn diagram by circles inside the universal set. The overlapping region of two circles represents the intersection of the two sets, and the two circles together represent their union. When two sets are known to be disjoint, the circles are drawn without any overlap. When one set is known to be a subset of another, its circle is drawn inside the circle of the other set. Exercise F In all of the following, E stands for the universal set. Write down the complement of each set S in the given universal set E. a S ={women}, where E = {adults} b S = {boys}, where E = {children} c S = {ustralians living within 0 km of the coast}, where E = {ustralians} d S = {weekdays}, where E = {days} e S = {whole numbers less than 00}, where E = {whole numbers} f S = {prime numbers}, where E = {whole numbers} 2 The diagram below represents the set inside the universal set E. E List the elements of: a b E c c d c e c f E c g E h E i ( c ) c Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 20

21 3 State whether each statement is true or false. Explain your answers. a ( c ) c = b c = E c c = E d E c = E e c = E f = c 4 From the Venn diagram below, list all the elements of the following sets. E c a b e g d f a E c e b d f {elements of that are not in } g {elements of that are not in } 5 From the Venn diagram below, list all the elements of the following sets. E P Q a P c P Q e P c g (P Q) c i P Q c b Q d P Q f Q c h (P Q) c j P Q c k Q P c l Q P c 6 Draw a Venn diagram to illustrate each situation, where and are subsets of the universal set E. a b c and are disjoint. d and have some common elements but neither set is a subset of the other. 7 For each part, draw a Venn diagram, then list and. a = {, 2, 4}, = {3, 5} b = {a, e, i}, = {e, i, o, s, t} c = {, 2, 3, 5, 8, 0}, = {3, 8, 0} 2 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

22 G Keeping count of elements of sets efore solving problems with Venn diagrams, we need to work out how to keep count of the elements of overlapping sets. E E (3) (3) (4) (2) The left-hand diagram above shows two sets and inside the universal set E, where = 6 and = 7, with 3 elements in the intersection. The right-hand diagram shows only the number of elements in each of the four regions. These numbers are placed inside round brackets so that they don t look like elements. Notice carefully that = 6 and = 7, but The reason for this is that the overlapping region should only be counted once, not twice. When we subtract the three elements of from the total, the calculation is then correct: = = 0 Example In the diagram shown below, = 5, = 25, = 5 and E = 50. E a Insert the number of elements into each of the four regions. b Hence find and c. (continued on next page) Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 22

23 Solution E (0) (5) (20) (5) a The intersection has 5 elements. Hence the region of outside must have 0 elements, and the region of outside must have 20 elements. This makes 35 elements so far, so the outer region has 5. b Hence = 35 and c = 0. Example 2 In the diagram shown below, S = 5, T = 20, S T = 25 and E = 50. E S T a Insert the number of elements into each of the four regions. b Hence find S T and S T c. 23 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

24 Solution E S T (5) (0) (0) (25) a The union S T has 25 elements, whereas S has 5 elements and T has 20 elements, so the overlap S T must have 0 elements. Hence the region of S outside S T must have 5 elements, and the region of T outside S T must have 0 elements. Finally, the region (S T ) c inside E but outside S T must have = 25 elements. b Hence S T = 0 and S T c = 40. Number of elements in the union of two sets The number of elements in the union of two sets and can be found by: Number of elements in = number of elements in + number of elements in number of elements in Exercise G = + The sets and are subsets of the universal set E = {, 2, 3, 4, 5, 6, 7, 8, 9, 0}. For each question part, draw a Venn diagram with two overlapping sets and insert in each region the number of elements, not the elements themselves. Then write down and. a = {, 2, 3, 4}, = {2, 3, 4, 5} b = {, 2, 3, 4, 5}, = {2, 4, 6, 8, 0} c = {5, 7, 8, 0}, = {, 3, 4} Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 24

25 Example,2 2 Draw Venn diagrams to solve the following problems. a Find if = 4, = and = 6. b Find if = 25, = 38 and = 3. c Find if = 25, = 2 and = 0. d Find if = 7, = 8 and = 0. e Find if = 0, = 5 and = 2. f Find if = 6, = 20 and = a pair of dice was rolled 00 times. The sum of the numbers on the upturned faces was greater than 6 in 70 rolls, and less than 8 in 65 rolls. Draw a Venn diagram and find how many times this sum was 7. b One hundred boys all play cricket or soccer. Eighty play cricket and 67 play soccer. Draw a Venn diagram and find out how many play both sports. c One hundred girls each wrote down the value of the coins in their pockets. Sixty of them had more than $ and 48 of them had less than $.20. Draw a Venn diagram to find how many of them had $.05, $.0 or $.5. d mong 00 concert-goers, 75 are singers, 65 are instrumentalists and 50 are both singers and instrumentalists. Draw a Venn diagram to find out how many are neither singers nor instrumentalists. e coin collector buys a bag containing 00 coins. Sixty-five are silver, 90 are round, and 6 are silver and round. Draw a Venn diagram to find out how many are neither silver nor round. f One hundred and sixty students all play the piano or the violin. One hundred and twenty play the piano and 80 play the violin. How many play both? 25 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

26 H Problem solving using Venn diagrams This last section explains how to use Venn diagrams to solve counting problems. The approach is to identify the sets involved, and then construct a Venn diagram to keep track of the numbers in the different regions of the diagram. Example 3 travel agent surveyed 00 people to find out how many of them had visited the cities of Melbourne and risbane. Thirty-one people had visited Melbourne, 26 people had been to risbane, and 2 people had visited both cities. Draw a Venn diagram to find the number of people who had visited: a Melbourne or risbane c only one of the two cities b risbane but not Melbourne d neither city. Solution Let M represent the set of people who had visited Melbourne, let be the set of people who had visited risbane, and let the universal set E be the set of people surveyed. Then the information given in the question can be rewritten as M = 3, = 26, M = 2, E = 00. Hence number in M only = 3 2 = 9 and number in only = 26 2 = 4. E M (9) (2) (4) (55) (continued on next page) Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 26

27 a Number visiting Melbourne or risbane = = 45 b Number visiting risbane only = 4 c Number visiting only one city = = 33 d Number visiting neither city = = 55 Problem solving using Venn diagrams First identify the sets involved. Then construct a Venn diagram to keep track of the numbers in the different regions of the diagram. Exercise H Solve each of the following problems by drawing a Venn diagram. Example 3 oys in a class play tennis or swim or both. Fifteen play tennis, 0 swim and 5 both play tennis and swim. a How many boys play tennis but do not swim? b How many boys swim but do not play tennis? c How many boys play tennis or swim but do not do both? d How many boys are in the class? 2 Of a group of 80 people on a railway station, 48 carry umbrellas and 52 wear raincoats, while 40 both carry an umbrella and wear a raincoat. a How many have an umbrella, but no raincoat? b How many have a raincoat, but no umbrella? c How many have an umbrella or raincoat or both? d How many have neither raincoat nor umbrella? 27 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

28 3 The Royal Zoo has 500 animals, of which 400 can walk, 50 can swim, and 30 can both walk and swim. a How many can walk, but not swim? b How many can swim, but not walk? c How many can walk or swim? d How many can neither walk nor swim? 4 The Republican Zoo has a collection of 70 interesting snakes. Fiftyfive of them are poisonous, 45 are more than m long, and 67 are either poisonous or more than m long. a How many are poisonous and more than m long? b How many are poisonous, but m or less long? c How many are more than m long, but not poisonous? d How many are neither poisonous nor more than m long? 5 Two hundred and forty university students take part in a demonstration, all of them either carrying banners or sitting down on the road or both. Eighty-four carry banners and 204 sit on the road. Find how many students: a sit down on the road and carry banners b do only one of these things. 6 In a factory, 000 light bulbs were subjected to two quality control tests and. Five hundred and sixty passed test and 40 passed test, while 50 passed both tests. How many light bulbs: a failed both tests? b passed test but not? c passed test but not? d passed only one of the tests? e failed at least one of the tests? f failed in only one of the tests? Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 28

29 7 4th-century ook of Saints contains the names of 300 men and 200 women. There are 250 martyrs amongst the men and 80 amongst the women; 20 of the men and 05 of the women healed the sick; and 200 of the men and 00 of the women both healed the sick and were martyrs. a How many saints were martyrs, but didn t heal the sick? b How many saints healed the sick, but were not martyrs? c How many saints neither healed the sick nor were martyrs? d How many of the women saints neither healed the sick nor were martyrs? 8 group of 00 children was asked which of the three films Hook, atman and Dracula they had seen. Twenty-seven had seen Hook, 38 had seen atman and 6 had seen Dracula. Eleven children had seen both Hook and atman, 8 had seen both Hook and Dracula, and 6 had seen atman and Dracula, while 3 had seen all three films. Find how many of the children had seen: a at least one of the three films c only one of the films e exactly two of the three films. b Hook only d none of the films 9 In a certain school, there are 80 pupils in Year 7. One hundred and ten pupils study French, 88 study German and 65 study Indonesian. Forty pupils study both French and German, 38 study German and Indonesian, and 26 study both French and Indonesian, while 9 study German only. Find the number of pupils who study: a all three languages c none of the languages b Indonesian only e either one or two of the three languages. d at least one language 29 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

30 20C Sets and Venn diagrams Exercise a {, 3, 5, 7, 9, } b {3, 23, 33, 43, 53, 63, 73, 83, 93} c {January, February, May, July} d {sia, ustralia, frica, ntarctica, Europe, North merica, South merica} e {2, 8, 24, 30, 36} f {4, 2, 28, 35} g {, 4, 9, 6, 25, 36, 49} h {2, 3, 5, 7,, 3, 7, 9, 23, 29} 2 a {first 3 letters of the English alphabet} b {odd numbers less than 6} c {the first 4 prime numbers} Other answers are possible. 3 a no ( best depends on people s opinions) b yes c yes d no (there is no consensus on bright colours) e no (there is no consensus on small ) g no (some people change their votes with time) f yes 4 and D 5 a = b = c d = e (not everyone is a citizen) 6 a 9 S b 2 S c 5 S d 0 S 7 a b c d e f g h Exercise a not defined b finite c infinite d finite e infinite f finite g finite 2 a 3 b 6 c 20 d 26 e 6 f 8 g 4 h 2 i 0 j k 2 l 5 3 a {0,, 2,, 9}, finite b {, 3, 5,, 9}, finite c {, 4, 9, }, infinite d {5, 52, 53, }, infinite e {2, 4, 6}, finite g {2, 3, 5, 7,, 3, 7, 9, 23, 29}, finite f {56, 63, 70, }, infinite 4 a empty b non-empty c empty d empty e non-empty f empty 5 a false b true c false d true e false f true 6 a = b c = d = e Exercise C f = g h i = j = Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 30

31 Exercise C a b c d e f 2 a b c d e f g h i j k 3 a Everything in belongs to S. b Everything in belongs to, and everything in belongs to C, so everything in belongs to C. c Everything in S is in S. d ny element of belongs to and vice versa, so and must be equal. e Everything in {x} is in S. f Everything is {x, y} is in S. g ll elements of are in, so must have at least as many elements as. 4 a False; could be equal to. b False; they can have the same number of elements. c True; they have the same elements. d True; C has all the elements of and maybe more. 5 a i {a, b, c}, {a, b}, {b, c}, {a, c}, {a}, {b}, {c}, ii {a, b}, {a}, {b}, iii {a}, b The number is 2 to the power of the number of elements. 6 a {fish} {animals} b {numbers ending in 6} {even numbers} c {children with blonde hair} {naughty people} d {numbers ending in 4} {multiples of 4} 7 nswers may vary. Examples are: e {adults} {sensible people} a = {}, = {, 2}, C = {, 2, 3} b = {}, = {, 2, 3}, C = {, 2} 8 nswers may vary. Examples are: a = {, 2}, = {} b = {, 2}, = {, 3} 3 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

32 Exercise D a {, 2, 4, 6} b {0, 2, 3, 5, 7} c {2, 3, 4, 5} d {2} 2 a b c d e f g h i j k l {0,, 2, 3, 4, 5, 6} Exercise E a P Q = {boys who play cricket and tennis}; P Q = {boys who play cricket or tennis} b P Q = {girls who study mathematics and history}; P Q = {girls who study mathematics or history} c P Q = {right isosceles triangles}; P Q = {triangles which are right or isosceles triangles} d P Q = {even perfect square numbers}; P Q = {even numbers or perfect square numbers} e P Q = {animals with fur and webbed feet}; P Q = {animals with fur or webbed feet} 2 a = {girls who play winter and summer sport}; = {girls who play winter or summer sport}; not disjoint b = {singers who sing popular and classical music}; = {singers who sing popular or classical music}; not disjoint Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 32

33 c = ; = {hard- or soft-boiled eggs}; disjoint d = ; = {all people}; disjoint 3 a X Y = {0, 5, 8}; X Y = {0,, 5, 8, 0, 2}; not disjoint b X Y = ; X Y = {0,, 2, 3, 4, 5, 7, 9,, 3, 6}; disjoint c X Y = {b, c, f}; X Y = {a, b, c, d, e, f, g, k}; not disjoint d X Y = ; X Y = {, 2, 3, 4, 5, 6, 8}; disjoint e X Y = {5, 6, 7, 8, 9, 20}; X Y = {, 2, 3,, 50}; not disjoint f X Y = {5, 0, 4}; X Y = {2, 5, 0, 2, 4}; not disjoint 4 a = {3} = {0,, 2, 3, 6} b = {, 3, 5} = {0,, 2, 3, 4, 5, 7, 9} a C = {0}; C = {0, 3, 4, 6, 8, 9, 0, 2, 5, 6, 20} b C = ; C = {, 2, 3, 4, 5, 6, 7, 8, 9, 0,, 2} 6 nswers may vary. For example: a i S = {rodents} b i S = {even whole numbers} ii T = {primates} ii T = {odd whole numbers} 7 a nything in the intersection of and must be in. b nything in the intersection of and must be in. c The union of with anything must contain. d Elements common to and belong to the union of and. e The empty set is a subset of any set. f s for e 8 a b c d e f 9 a True; =. b True; =. Exercise F c,d False; counter-examples are readily constructed. 33 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

34 Exercise F a {men} b {girls} c {ustralians living more than 0 km away from the coast} d {Saturday, Sunday} e {whole number greater than or equal to 00} f {0,, and composite numbers} 2 a {5, 6} b {0,, 2, 3, 4, 5, 6} c {0,, 2, 3, 4} d {0,, 2, 3, 4, 5, 6} e f g {5, 6} h {0,, 2, 3, 4, 5, 6} i {5, 6} 3 a True; not not in is the same as in. b True; something is either in or not in. c False; the right hand side should be. d False; the right hand side should be. e True; the universal set is everything. f False; counter examples are easily constructed, the size of c is the size of E the size of. 4 a {a, b, c, d, e, f, g} b {a, b, e} c {b, d, e, g} d {b, e} e {a, b, d, e, g} f {a} g {d, g} 5 a {, 3, 5, 7, 8} b {, 2, 3, 6, 9, } c {, 3} d {, 2, 3, 5, 6, 7, 8, 9, } e {2, 4, 6, 9, 0,, 2} f {4, 5, 7, 8, 0, 2} g {4, 0, 2} h {2, 4, 5, 6, 7, 8, 9, 0,, 2} i {5, 7, 8} j {, 3, 4, 5, 7, 8, 0, 2} k {2, 6, 9, } l {, 2, 3, 4, 6, 9, 0,, 2} 6 a E b E c E d E 7 a E b E a e i o t s = {, 2, 3, 4, 5}, = = {a, e, i, o, s, t}, = {e, i} Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 34

35 c E Exercise G = {, 2, 3, 5, 8, 0}, = {3, 8, 0} a E b E () (3) () (3) (2) (3) (5) (2) c E = 5, = 3 = 8, = 2 (4) (0) (3) (3) = 7, = 0 2 a 9 b 50 c 46 d 5 e 4 f 0 3 a 35 b 47 c 8 d 0 e 6 f 40 Exercise H a 0 b 5 c 5 d 20 2 a 8 b 2 c 60 d 20 3 a 270 b 20 c 420 d 80 4 a 33 b 22 c 2 d 3 5 a 48 b 92 6 a 80 b 40 c 260 d 670 e 850 f a 30 b 5 c 55 d 5 8 a 59 b c 40 d 4 e 6 9 a 9 b 0 c 2 d 68 e Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

36 2C Further uses of Venn diagrams Sometimes, instead of listing the outcomes of the experiment in the appropriate events on a Venn diagram, the number of outcomes in each event is written on the diagram. Consider the following examples. Example 7 In a group of 25 families, 4 own a Playstation, 5 own an Xbox, and 6 own both a Playstation and an Xbox. Represent this information on a Venn diagram. Solution Let be the event family owns a Playstation and be the event family owns an Xbox. There are: 6 elements in 4 6 = 8 elements in c 5 6 = 9 elements in c 2 elements in c c since = 25 X Example 8 In a class of 28 students, 20 study French and 5 study Chemistry. Each student in the class studies either French or Chemistry. a Represent this information on a Venn diagram. b One student is selected at random from the group. What is the probability that the student studies: i both French and Chemistry ii Chemistry but not French? Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 36

37 Solution a Let F be the event student studies French and C be the event student studies Chemistry. Twenty students study French and fifteen study Chemistry in a class of 28. F C = F + C F C 28 = F C X F C Therefore F C = Then 20 7 = 3 students study French but not Chemistry, and 5 7 = 8 students study Chemistry but not French. 0 b i Using the Venn diagram, P(F C) = 7 28 = 4 ii Using the Venn diagram, P(F c C) = 8 28 = 2 7 Exercise 2C Example 7 In a group of 40 children, 2 like both heavy metal and rap; 8 children like heavy metal but not rap; 4 children like rap but not heavy metal; and the rest like neither. Represent this information on a Venn diagram. 2 survey of 50 families, showed that 28 owned a cat, 30 owned a dog and 5 owned both a dog and a cat. a Represent this information on a Venn diagram. b One family is selected at random from the group. What is the probability that the family owns: i a cat but not a dog ii a dog but not a cat iii neither a dog nor a cat? 37 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

38 Example 8 3 In a class of 26 students, 8 study Chemistry and 2 study Economics. Each student studies either Chemistry or Economics. a Represent this information on a Venn diagram. b One student is selected at random. What is the probability that the student studies: i Chemistry and Economics ii only Economics iii only Chemistry? 4 In a youth club of 50 people, 8 play basketball, 28 play soccer and 0 play neither sport. a Represent this information on a Venn diagram. b One person is selected at random. What is the probability that the person chosen plays: i basketball and soccer ii soccer but not basketball iii only basketball? 5 In a group of 50 students, 30 study Mathematics, 25 study Physics and 20 study both. a Represent this information on a Venn diagram. b One student is selected at random from the group. What is the probability that the student studies: i Mathematics but not Physics ii Physics but not Mathematics iii neither Physics nor Mathematics? 6 In a group of 00 students, 50 study History, 30 study English Literature and 20 study both. a Represent this information on a Venn diagram. b If a student is selected at random from the group, what is the probability that the student studies: i at least one of these subjects Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 38

39 ii History but not English Literature iii History, given that the student also studies English Literature? 7 Use Venn diagrams to simplify each of the following events or express in a different form. a ( c ) ( ) b ( ) c c ( ) c d ( c ) ( c ) e (( c c ) ( c )) c 39 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

40 Chapter 2 answers Exercise a 3 0 a b 2 b c 4 c d a b a There are 36 equally likely outcomes. total of 7 happens with (, 6), (6, ), (2, 5), (5, 2), (3, 4) and (4, 3). So the probability of getting a 7 is 6 36 = 6. b There are 4 equally likely outcomes, (H, T), (H, H), (T, H) and (T, T). So the probability of tossing two heads is 4. 7 c a 27 a Exercise b 4 b a 0 c 3 d 4 3 c b 0 26a 5 22 d 0 28a c b 22 b d 0 c 22 2 c 5 d d 3 0 X X X a 2 b 2 5 c 3 0 d 7 0 e 7 0 f 5 g 0 5 a 2 b 6 c 2 d 6 e 2 f 0 g 2 3 h 6 Exercise 2C i X M R a X C D 7 b i ii iii a X C E 0 2 b i 3 4 ii 3 7 iii 3 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 40

41 4 a X S a X H E b i b i ii iii ii a X M P 7a c c c b c c b i ii iii iii 2 3 d Ø e 4 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

42 3E Inclusion-exclusion principle In earlier sections, we have used the multiplication principle to count the number of arrangements of sets of objects with and without repetition. This section concentrates on counting the elements in subsets of a set X so we shall begin by revising some basic ideas from set theory. The Venn diagram was introduced in Chapter 2 of ICE-EM Mathematics Secondary 3. It is the standard way of representing a set. be the subset of the set X then the set c, called the complement of, is the set of all elements in X which are not in. X c Two subsets, of X split the Venn diagram up into 4 regions. The set of elements of X which belong to both and is called the intersection of and, and is denoted by. X Clearly the 4 regions can all be described using complements and intersections. X c c c c We use to mean the number of elements in the set. So X = + c and X = c c + c + c + The other standard construction is the union of and. This is all the elements of X which belong to or (or both and ). X Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 42

43 Example 4 How many numbers between and 20 are a multiple of both 2 and 3? How many numbers between and 20 are a multiple of either 2 or 3? Solution X = {, 2, 3,, 20}, then X = 20. be the numbers in X which are multiples of 2. Then = {2, 4, 6,, 20} and = 0. be the numbers in X which are multiples of 3. Then = {3, 6, 9,, 8} and = 6. are the numbers in X which are multiples of 2 and 3, that is the multiples of 6. = {6, 2, 8}. so = 3. is not + since this counts the numbers in twice. So = + = = 3 In summary: The number of multiples of 2 and 3 between and 20 is 3. The number of multiples of 2 or 3 between and 20 is 3. Notes:. We can draw a Venn diagram presenting the information in Example 4 as follows: From this we can deduce, for example, ( ) c = 7. That is there are 7 numbers between and 20 which are neither a multiple of 2 nor a multiple of 3. X Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

44 2. If X is much larger, say X = 00, then listing all elements is impractical. We use another type of Venn diagram where the number of elements in each region is recorded, not the actual elements. So for Example 4 we have: Now = is easy to read off. We shall use this type of Venn diagram from now on. 3. The formula = + is called the inclusion-exclusion principle for 2 subsets of X. It is clearly true for 2 subsets of any finite set X since + counts the elements of except that is counted twice. 4. If is empty, = then = +. and are said to be disjoint subsets of X. Example 5 In a group of 40 students, 30 study German (G) and 20 study French (F). Five students study neither language. How many students study a French and German Solution X X b German only? a F G = 40 5 = 35 F G = F + G F G 35 = F G F G = 5 X F Hence 5 students study both languages. b 30 5 = 5 students study German only. 5 G Note: F G is the set of students who study French and German F G is the set of students who study French or German. So intersection is closely related to and and union is closely related to or. Chapter 3 Combinatorics 07 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 44

45 Inclusion-exclusion for three subsets Suppose, and C are three subsets of the set X. Then the standard Venn diagram is: X There are eight subsets of X determined by, and C, C is the central region in the diagram and C is all of X except the outer region. C The inclusion-exclusion principle for 3 subsets gives the formula for C in terms of,, C,, C, C and C. Clearly we must begin by adding, and C. t this stage, we have counted all the elements in C but we have counted all of the elements in the sets, C and C twice. Hence we must subtract, C and C. Finally, we must add C since it has been counted 3 times and subtracted 3 times. In summary: C = + + C C C + C 45 Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7)

46 Example 7 a How many numbers between and 000 are divisible by 7, or 3? b How many numbers between and 000 are not divisible by 7, or 3? Solution a X = {, 2, 3,, 000}. be the set of numbers in X divisible by 7. = 42 since 000 = be the set of numbers in X divisible by. = 90 since 000 = C be the set of numbers in X divisible by 3. C = 76 since 000 = Next, is the set of numbers divisible by both 7 and so = 2 since 000 = Similarly, C = 0 since 000 = and C = 6 since 000 = Finally, C = since 7 3 = 00 > 000. Next we use the inclusion-exclusion principle. C = + + C C C + C = = 280 (continued on next page) Since X = ( C) ( C) c so ( C) c = 720. So we have shown that there are 280 numbers between and 000 divisible by 7, or 3. b There are 720 numbers between and 000 not divisible by either 7, or 3. Note: If we draw a Venn diagram including the size of the 8 regions then we can check our answers. X X = C Material from ICE-EM Mathematics, 3, 4. rown, Evans et al (2006/7) 46

Math 3201 Unit 1 Set Theory

Math 3201 Unit 1 Set Theory Math 3201 Unit 1 Set Theory Overview In this unit, we will organize information into. We will use diagrams to illustrate between sets and subsets and use to describe sets. We will determine the in each

More information

SETS. Chapter Overview

SETS. Chapter Overview Chapter 1 SETS 1.1 Overview This chapter deals with the concept of a set, operations on sets.concept of sets will be useful in studying the relations and functions. 1.1.1 Set and their representations

More information

Sets. your school. A group of odd natural numbers less than 25.

Sets. your school. A group of odd natural numbers less than 25. 1 Sets The set theory was developed by German Mathematician Georg Cantor (1845-1918). He first encountered sets while working on problems on trigonometric series. This concept is used in every branch of

More information

SET THEORY. 1. Roster or Tabular form In this form the elements of the set are enclosed in curly braces { } after separating them by commas.

SET THEORY. 1. Roster or Tabular form In this form the elements of the set are enclosed in curly braces { } after separating them by commas. SETS: set is a well-defined collection of objects. SET THEORY The objects in a set are called elements or members of the set. If x is an object of set, we write x and is read as x is an element of set

More information

Chapter 5 : Probability. Exercise Sheet. SHilal. 1 P a g e

Chapter 5 : Probability. Exercise Sheet. SHilal. 1 P a g e 1 P a g e experiment ( observing / measuring ) outcomes = results sample space = set of all outcomes events = subset of outcomes If we collect all outcomes we are forming a sample space If we collect some

More information

Chapter 2 PROBABILITY SAMPLE SPACE

Chapter 2 PROBABILITY SAMPLE SPACE Chapter 2 PROBABILITY Key words: Sample space, sample point, tree diagram, events, complement, union and intersection of an event, mutually exclusive events; Counting techniques: multiplication rule, permutation,

More information

Chapter 1 Math Set: a collection of objects. For example, the set of whole numbers is W = {0, 1, 2, 3, }

Chapter 1 Math Set: a collection of objects. For example, the set of whole numbers is W = {0, 1, 2, 3, } Chapter 1 Math 3201 1 Chapter 1: Set Theory: Organizing information into sets and subsets Graphically illustrating the relationships between sets and subsets using Venn diagrams Solving problems by using

More information

= A. Example 2. Let U = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10}, A = {4, 6, 7, 9, 10}, and B = {2, 6, 8, 9}. Draw the sets on a Venn diagram.

= A. Example 2. Let U = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10}, A = {4, 6, 7, 9, 10}, and B = {2, 6, 8, 9}. Draw the sets on a Venn diagram. MATH 109 Sets A mathematical set is a well-defined collection of objects A for which we can determine precisely whether or not any object belongs to A. Objects in a set are formally called elements of

More information

Week 2. Section Texas A& M University. Department of Mathematics Texas A& M University, College Station 22 January-24 January 2019

Week 2. Section Texas A& M University. Department of Mathematics Texas A& M University, College Station 22 January-24 January 2019 Week 2 Section 1.2-1.4 Texas A& M University Department of Mathematics Texas A& M University, College Station 22 January-24 January 2019 Oğuz Gezmiş (TAMU) Topics in Contemporary Mathematics II Week2 1

More information

324 Stat Lecture Notes (1) Probability

324 Stat Lecture Notes (1) Probability 324 Stat Lecture Notes 1 robability Chapter 2 of the book pg 35-71 1 Definitions: Sample Space: Is the set of all possible outcomes of a statistical experiment, which is denoted by the symbol S Notes:

More information

Contents. 4. Principle of Mathematical Induction Introduction Motivation The Principle of Mathematical Induction 88

Contents. 4. Principle of Mathematical Induction Introduction Motivation The Principle of Mathematical Induction 88 Foreword Contents. Sets. Introduction. Sets and their Representations.3 The Empty Set 5.4 Finite and Infinite Sets 6.5 Equal Sets 7.6 Subsets 9.7 Power Set.8 Universal Set.9 Venn Diagrams 3.0 Operations

More information

Chapter 13, Probability from Applied Finite Mathematics by Rupinder Sekhon was developed by OpenStax College, licensed by Rice University, and is

Chapter 13, Probability from Applied Finite Mathematics by Rupinder Sekhon was developed by OpenStax College, licensed by Rice University, and is Chapter 13, Probability from Applied Finite Mathematics by Rupinder Sekhon was developed by OpenStax College, licensed by Rice University, and is available on the Connexions website. It is used under a

More information

Sets. Alice E. Fischer. CSCI 1166 Discrete Mathematics for Computing Spring, Outline Sets An Algebra on Sets Summary

Sets. Alice E. Fischer. CSCI 1166 Discrete Mathematics for Computing Spring, Outline Sets An Algebra on Sets Summary An Algebra on Alice E. Fischer CSCI 1166 Discrete Mathematics for Computing Spring, 2018 Alice E. Fischer... 1/37 An Algebra on 1 Definitions and Notation Venn Diagrams 2 An Algebra on 3 Alice E. Fischer...

More information

Section F Ratio and proportion

Section F Ratio and proportion Section F Ratio and proportion Ratio is a way of comparing two or more groups. For example, if something is split in a ratio 3 : 5 there are three parts of the first thing to every five parts of the second

More information

Topic 5: Probability. 5.4 Combined Events and Conditional Probability Paper 1

Topic 5: Probability. 5.4 Combined Events and Conditional Probability Paper 1 Topic 5: Probability Standard Level 5.4 Combined Events and Conditional Probability Paper 1 1. In a group of 16 students, 12 take art and 8 take music. One student takes neither art nor music. The Venn

More information

3.2 Probability Rules

3.2 Probability Rules 3.2 Probability Rules The idea of probability rests on the fact that chance behavior is predictable in the long run. In the last section, we used simulation to imitate chance behavior. Do we always need

More information

MGF 1106: Exam 1 Solutions

MGF 1106: Exam 1 Solutions MGF 1106: Exam 1 Solutions 1. (15 points total) True or false? Explain your answer. a) A A B Solution: Drawn as a Venn diagram, the statement says: This is TRUE. The union of A with any set necessarily

More information

Stat 225 Week 1, 8/20/12-8/24/12, Notes: Set Theory

Stat 225 Week 1, 8/20/12-8/24/12, Notes: Set Theory Stat 225 Week 1, 8/20/12-8/24/12, Notes: Set Theory The Fall 2012 Stat 225 T.A.s September 7, 2012 The material in this handout is intended to cover general set theory topics. Information includes (but

More information

PROBABILITY.

PROBABILITY. PROBABILITY PROBABILITY(Basic Terminology) Random Experiment: If in each trial of an experiment conducted under identical conditions, the outcome is not unique, but may be any one of the possible outcomes,

More information

Day What number is five cubed? 2. A circle has radius r. What is the formula for the area of the circle?

Day What number is five cubed? 2. A circle has radius r. What is the formula for the area of the circle? Mental Arithmetic Questions 1. What number is five cubed? KS3 MATHEMATICS 10 4 10 Level 7 Questions Day 1 2. A circle has radius r. What is the formula for the area of the circle? 3. Jenny and Mark share

More information

In this initial chapter, you will be introduced to, or more than likely be reminded of, a

In this initial chapter, you will be introduced to, or more than likely be reminded of, a 1 Sets In this initial chapter, you will be introduced to, or more than likely be reminded of, a fundamental idea that occurs throughout mathematics: sets. Indeed, a set is an object from which every mathematical

More information

Fundamentals of Mathematics I

Fundamentals of Mathematics I Fundamentals of Mathematics I Kent State Department of Mathematical Sciences Fall 2008 Available at: http://www.math.kent.edu/ebooks/10031/book.pdf August 4, 2008 Contents 1 Arithmetic 2 1.1 Real Numbers......................................................

More information

The Celsius temperature scale is based on the freezing point and the boiling point of water. 12 degrees Celsius below zero would be written as

The Celsius temperature scale is based on the freezing point and the boiling point of water. 12 degrees Celsius below zero would be written as Prealgebra, Chapter 2 - Integers, Introductory Algebra 2.1 Integers In the real world, numbers are used to represent real things, such as the height of a building, the cost of a car, the temperature of

More information

3 PROBABILITY TOPICS

3 PROBABILITY TOPICS Chapter 3 Probability Topics 135 3 PROBABILITY TOPICS Figure 3.1 Meteor showers are rare, but the probability of them occurring can be calculated. (credit: Navicore/flickr) Introduction It is often necessary

More information

1 Basic Combinatorics

1 Basic Combinatorics 1 Basic Combinatorics 1.1 Sets and sequences Sets. A set is an unordered collection of distinct objects. The objects are called elements of the set. We use braces to denote a set, for example, the set

More information

Unit 1 Day 1. Set Operations & Venn Diagrams

Unit 1 Day 1. Set Operations & Venn Diagrams Unit 1 Day 1 Set Operations & Venn Diagrams Honors ICM Get out your signed syllabus form Get out paper and a pencil for notes! Has everyone accessed the website? Math Riddles Mr. Smith has 4 daughters.

More information

PREFACE. Synergy for Success in Mathematics 7 is designed for Grade 7 students. The textbook

PREFACE. Synergy for Success in Mathematics 7 is designed for Grade 7 students. The textbook Synergy for Success in Mathematics 7 is designed for Grade 7 students. The textbook contains all the required learning competencies and is supplemented with some additional topics for enrichment. Lessons

More information

Chapter 8 Sequences, Series, and Probability

Chapter 8 Sequences, Series, and Probability Chapter 8 Sequences, Series, and Probability Overview 8.1 Sequences and Series 8.2 Arithmetic Sequences and Partial Sums 8.3 Geometric Sequences and Partial Sums 8.5 The Binomial Theorem 8.6 Counting Principles

More information

HW MATH425/525 Lecture Notes 1

HW MATH425/525 Lecture Notes 1 HW MATH425/525 Lecture Notes 1 Definition 4.1 If an experiment can be repeated under the same condition, its outcome cannot be predicted with certainty, and the collection of its every possible outcome

More information

Introducing Proof 1. hsn.uk.net. Contents

Introducing Proof 1. hsn.uk.net. Contents Contents 1 1 Introduction 1 What is proof? 1 Statements, Definitions and Euler Diagrams 1 Statements 1 Definitions Our first proof Euler diagrams 4 3 Logical Connectives 5 Negation 6 Conjunction 7 Disjunction

More information

MATHEMATICAL REASONING

MATHEMATICAL REASONING Chapter 14 MATHEMATICAL REASONING There are few things which we know which are not capable of mathematical reasoning and when these can not, it is a sign that our knowledge of them is very small and confused

More information

Lesson One Hundred and Sixty-One Normal Distribution for some Resolution

Lesson One Hundred and Sixty-One Normal Distribution for some Resolution STUDENT MANUAL ALGEBRA II / LESSON 161 Lesson One Hundred and Sixty-One Normal Distribution for some Resolution Today we re going to continue looking at data sets and how they can be represented in different

More information

Homework 1 2/7/2018 SOLUTIONS Exercise 1. (a) Graph the following sets (i) C = {x R x in Z} Answer:

Homework 1 2/7/2018 SOLUTIONS Exercise 1. (a) Graph the following sets (i) C = {x R x in Z} Answer: Homework 1 2/7/2018 SOLTIONS Eercise 1. (a) Graph the following sets (i) C = { R in Z} nswer: 0 R (ii) D = {(, y), y in R,, y 2}. nswer: = 2 y y = 2 (iii) C C nswer: y 1 2 (iv) (C C) D nswer: = 2 y y =

More information

MATH STUDENT BOOK. 12th Grade Unit 9

MATH STUDENT BOOK. 12th Grade Unit 9 MATH STUDENT BOOK 12th Grade Unit 9 Unit 9 COUNTING PRINCIPLES MATH 1209 COUNTING PRINCIPLES INTRODUCTION 1. PROBABILITY DEFINITIONS, SAMPLE SPACES, AND PROBABILITY ADDITION OF PROBABILITIES 11 MULTIPLICATION

More information

Chapter-2 SETS In Mathematics, Set theory was developed by George Cantor ( ).

Chapter-2 SETS In Mathematics, Set theory was developed by George Cantor ( ). Chapter-2 SETS In Mathematics, Set theory was developed by George Cantor (1845 1918). Set: A well defined collections of objects is called a Set. Well defined means that (i) (ii) All the objects in the

More information

1 The Basic Counting Principles

1 The Basic Counting Principles 1 The Basic Counting Principles The Multiplication Rule If an operation consists of k steps and the first step can be performed in n 1 ways, the second step can be performed in n ways [regardless of how

More information

Topic -2. Probability. Larson & Farber, Elementary Statistics: Picturing the World, 3e 1

Topic -2. Probability. Larson & Farber, Elementary Statistics: Picturing the World, 3e 1 Topic -2 Probability Larson & Farber, Elementary Statistics: Picturing the World, 3e 1 Probability Experiments Experiment : An experiment is an act that can be repeated under given condition. Rolling a

More information

MAT2377. Ali Karimnezhad. Version September 9, Ali Karimnezhad

MAT2377. Ali Karimnezhad. Version September 9, Ali Karimnezhad MAT2377 Ali Karimnezhad Version September 9, 2015 Ali Karimnezhad Comments These slides cover material from Chapter 1. In class, I may use a blackboard. I recommend reading these slides before you come

More information

Topic 5! Venn Diagrams

Topic 5! Venn Diagrams LOGI Norva Y S Lo Produced by Norva Y S Lo Topic Venn Diagrams Summary In this topic, we will learn () Three kinds of statements that classify things into categories: (a) Universal statements (b) Existential

More information

GMAT-Arithmetic-3. Descriptive Statistics and Set theory

GMAT-Arithmetic-3. Descriptive Statistics and Set theory GMAT-Arithmetic-3 Descriptive Statistics and Set theory Descriptive Statistics 1). If S is a set of consecutive integers, what is the standard deviation of S? (1) Set S contains 23 terms (2) The median

More information

An Introduction to Combinatorics

An Introduction to Combinatorics Chapter 1 An Introduction to Combinatorics What Is Combinatorics? Combinatorics is the study of how to count things Have you ever counted the number of games teams would play if each team played every

More information

CHAPTER 1 SETS AND EVENTS

CHAPTER 1 SETS AND EVENTS CHPTER 1 SETS ND EVENTS 1.1 Universal Set and Subsets DEFINITION: set is a well-defined collection of distinct elements in the universal set. This is denoted by capital latin letters, B, C, If an element

More information

Name: Exam 2 Solutions. March 13, 2017

Name: Exam 2 Solutions. March 13, 2017 Department of Mathematics University of Notre Dame Math 00 Finite Math Spring 07 Name: Instructors: Conant/Galvin Exam Solutions March, 07 This exam is in two parts on pages and contains problems worth

More information

Set theory background for probability

Set theory background for probability Set theory background for probability Defining sets (a very naïve approach) A set is a collection of distinct objects. The objects within a set may be arbitrary, with the order of objects within them having

More information

College of Charleston Math Meet 2017 Written Test Level 3

College of Charleston Math Meet 2017 Written Test Level 3 . If x + y = 2 and y + x = y, what s x? 2 (B) + College of Charleston Math Meet 207 Written Test Level 2. If {a 0, a, a 2,...} is a sequence of numbers, if and if find the tens digit of a 0. (C) + a n+2

More information

With Question/Answer Animations. Chapter 2

With Question/Answer Animations. Chapter 2 With Question/Answer Animations Chapter 2 Chapter Summary Sets The Language of Sets Set Operations Set Identities Functions Types of Functions Operations on Functions Sequences and Summations Types of

More information

Probability and Independence Terri Bittner, Ph.D.

Probability and Independence Terri Bittner, Ph.D. Probability and Independence Terri Bittner, Ph.D. The concept of independence is often confusing for students. This brief paper will cover the basics, and will explain the difference between independent

More information

14 - PROBABILITY Page 1 ( Answers at the end of all questions )

14 - PROBABILITY Page 1 ( Answers at the end of all questions ) - PROBABILITY Page ( ) Three houses are available in a locality. Three persons apply for the houses. Each applies for one house without consulting others. The probability that all the three apply for the

More information

Step-by-step and detailed demonstrations of how a specific concept or technique is applied in solving problems.

Step-by-step and detailed demonstrations of how a specific concept or technique is applied in solving problems. PREFACE Synergy for Success in Mathematics 7 contains all the required learning competencies and is supplemented with some additional topics for enrichment. Lessons are presented using effective Singapore

More information

Basic Set Concepts (2.1)

Basic Set Concepts (2.1) 1 Basic Set Concepts (2.1) I. Set A collection of objects whose contents can be clearly determined. Capitol letters usually name a set. Elements are the contents in a set. Sets can be described using words,

More information

Chapter 1 Review of Equations and Inequalities

Chapter 1 Review of Equations and Inequalities Chapter 1 Review of Equations and Inequalities Part I Review of Basic Equations Recall that an equation is an expression with an equal sign in the middle. Also recall that, if a question asks you to solve

More information

NAME: DATE: MATHS: Working with Sets. Maths. Working with Sets

NAME: DATE: MATHS: Working with Sets. Maths. Working with Sets Maths Working with Sets It is not necessary to carry out all the activities contained in this unit. Please see Teachers Notes for explanations, additional activities, and tips and suggestions. Theme All

More information

1 Probability Theory. 1.1 Introduction

1 Probability Theory. 1.1 Introduction 1 Probability Theory Probability theory is used as a tool in statistics. It helps to evaluate the reliability of our conclusions about the population when we have only information about a sample. Probability

More information

Day 1. Mental Arithmetic Questions. 1. What number is five cubed? 2. A circle has radius r. What is the formula for the area of the circle?

Day 1. Mental Arithmetic Questions. 1. What number is five cubed? 2. A circle has radius r. What is the formula for the area of the circle? Mental Arithmetic Questions 1. What number is five cubed? KS3 MATHEMATICS 10 4 10 Level 6 Questions Day 1 2. A circle has radius r. What is the formula for the area of the circle? 3. Jenny and Mark share

More information

CM10196 Topic 2: Sets, Predicates, Boolean algebras

CM10196 Topic 2: Sets, Predicates, Boolean algebras CM10196 Topic 2: Sets, Predicates, oolean algebras Guy McCusker 1W2.1 Sets Most of the things mathematicians talk about are built out of sets. The idea of a set is a simple one: a set is just a collection

More information

Probability (Devore Chapter Two)

Probability (Devore Chapter Two) Probability (Devore Chapter Two) 1016-345-01: Probability and Statistics for Engineers Fall 2012 Contents 0 Administrata 2 0.1 Outline....................................... 3 1 Axiomatic Probability 3

More information

Homework every week. Keep up to date or you risk falling behind. Quizzes and Final exam are based on homework questions.

Homework every week. Keep up to date or you risk falling behind. Quizzes and Final exam are based on homework questions. Week 1 Fall 2016 1 of 25 CISC-102 Fall 2016 Week 1 David Rappaport daver@cs.queensu.ca Goodwin G-532 Office Hours: Monday 1:00-3:00 (or by appointment) Homework Homework every week. Keep up to date or

More information

MATH2206 Prob Stat/20.Jan Weekly Review 1-2

MATH2206 Prob Stat/20.Jan Weekly Review 1-2 MATH2206 Prob Stat/20.Jan.2017 Weekly Review 1-2 This week I explained the idea behind the formula of the well-known statistic standard deviation so that it is clear now why it is a measure of dispersion

More information

STA111 - Lecture 1 Welcome to STA111! 1 What is the difference between Probability and Statistics?

STA111 - Lecture 1 Welcome to STA111! 1 What is the difference between Probability and Statistics? STA111 - Lecture 1 Welcome to STA111! Some basic information: Instructor: Víctor Peña (email: vp58@duke.edu) Course Website: http://stat.duke.edu/~vp58/sta111. 1 What is the difference between Probability

More information

CISC-102 Fall 2017 Week 1 David Rappaport Goodwin G-532 Office Hours: Tuesday 1:30-3:30

CISC-102 Fall 2017 Week 1 David Rappaport Goodwin G-532 Office Hours: Tuesday 1:30-3:30 Week 1 Fall 2017 1 of 42 CISC-102 Fall 2017 Week 1 David Rappaport daver@cs.queensu.ca Goodwin G-532 Office Hours: Tuesday 1:30-3:30 Homework Homework every week. Keep up to date or you risk falling behind.

More information

Exclusive Disjunction

Exclusive Disjunction Exclusive Disjunction Recall A statement is a declarative sentence that is either true or false, but not both. If we have a declarative sentence s, p: s is true, and q: s is false, can we rewrite s is

More information

Discrete Basic Structure: Sets

Discrete Basic Structure: Sets KS091201 MATEMATIKA DISKRIT (DISCRETE MATHEMATICS ) Discrete Basic Structure: Sets Discrete Math Team 2 -- KS091201 MD W-07 Outline What is a set? Set properties Specifying a set Often used sets The universal

More information

Math 111, Math & Society. Probability

Math 111, Math & Society. Probability Math 111, Math & Society Probability 1 Counting Probability consists in the assignment of likelihoods to the possible outcomes of an experiment, activity, or phenomenon. Correctly calculating probabilities

More information

Exam III Review Math-132 (Sections 7.1, 7.2, 7.3, 7.4, 7.5, 7.6, 8.1, 8.2, 8.3)

Exam III Review Math-132 (Sections 7.1, 7.2, 7.3, 7.4, 7.5, 7.6, 8.1, 8.2, 8.3) 1 Exam III Review Math-132 (Sections 7.1, 7.2, 7.3, 7.4, 7.5, 7.6, 8.1, 8.2, 8.3) On this exam, questions may come from any of the following topic areas: - Union and intersection of sets - Complement of

More information

Chapter 4. Basic Set Theory. 4.1 The Language of Set Theory

Chapter 4. Basic Set Theory. 4.1 The Language of Set Theory Chapter 4 Basic Set Theory There are two good reasons for studying set theory. First, it s a indispensable tool for both logic and mathematics, and even for other fields including computer science, linguistics,

More information

Pre-Lab 0.2 Reading: Measurement

Pre-Lab 0.2 Reading: Measurement Name Block Pre-Lab 0.2 Reading: Measurement section 1 Description and Measurement Before You Read Weight, height, and length are common measurements. List at least five things you can measure. What You

More information

Probability deals with modeling of random phenomena (phenomena or experiments whose outcomes may vary)

Probability deals with modeling of random phenomena (phenomena or experiments whose outcomes may vary) Chapter 14 From Randomness to Probability How to measure a likelihood of an event? How likely is it to answer correctly one out of two true-false questions on a quiz? Is it more, less, or equally likely

More information

Name Class Date. Determine whether each number is a solution of the given inequality.

Name Class Date. Determine whether each number is a solution of the given inequality. 3-1 Practice Form G Inequalities and Their Graphs Write an inequality that represents each verbal expression. 1. v is greater 10. 2. b is less than or equal to 1. 3. the product of g and 2 is less than

More information

CS 2336 Discrete Mathematics

CS 2336 Discrete Mathematics CS 2336 Discrete Mathematics Lecture 9 Sets, Functions, and Relations: Part I 1 What is a Set? Set Operations Identities Cardinality of a Set Outline Finite and Infinite Sets Countable and Uncountable

More information

Chapter 1. Foundations of GMAT Math. Arithmetic

Chapter 1. Foundations of GMAT Math. Arithmetic Chapter of Foundations of GMAT Math In This Chapter Quick-Start Definitions Basic Numbers Greater Than and Less Than Adding and Subtracting Positives and Negatives Multiplying and Dividing Distributing

More information

Arithmetic with Whole Numbers and Money Variables and Evaluation

Arithmetic with Whole Numbers and Money Variables and Evaluation LESSON 1 Arithmetic with Whole Numbers and Money Variables and Evaluation Power Up 1 facts mental math Building Power Power Up A A score is 20. Two score and 4 is 44. How many is a. Measurement: 3 score

More information

1.5 MATHEMATICAL LANGUAGE

1.5 MATHEMATICAL LANGUAGE 1.5 MATHEMATICAL LANGUAGE Contemporary Calculus The calculus concepts we will explore in this book are simple and powerful, but sometimes subtle. To succeed in calculus you will have to master some techniques,

More information

Study skills for mathematicians

Study skills for mathematicians PART I Study skills for mathematicians CHAPTER 1 Sets and functions Everything starts somewhere, although many physicists disagree. Terry Pratchett, Hogfather, 1996 To think like a mathematician requires

More information

More Sets Exercises with complete solutions

More Sets Exercises with complete solutions More Sets Exercises with complete solutions Introduction 1 Let us define the following sets: M = {males}, = {burglars}, S = {unsuccessful people}, P = {members of the police-force}, H = {happy people}where

More information

5 Mathematics. Reading. Switch on. Cardinals and ordinals

5 Mathematics. Reading. Switch on. Cardinals and ordinals 5 Mathematics Switch on These numbers describe Ahmed. Match each number with the most likely piece of information about Ahmed. Reading Cardinals and ordinals Read the text. Mark each statement T (true)

More information

DRAFT. M118 Exam Jam Concise. Contents. Chapter 2: Set Theory 2. Chapter 3: Combinatorics 3. Chapter 4: Probability 4. Chapter 5: Statistics 6

DRAFT. M118 Exam Jam Concise. Contents. Chapter 2: Set Theory 2. Chapter 3: Combinatorics 3. Chapter 4: Probability 4. Chapter 5: Statistics 6 Contents Chapter 2: Set Theory 2 Chapter 3: Combinatorics 3 Chapter 4: Probability 4 Chapter 5: Statistics 6 Chapter 6: Linear Equations and Matrix Algebra 8 Chapter 7: Linear Programming: Graphical Solutions

More information

Statistics is the study of the collection, organization, analysis, interpretation and presentation of data.

Statistics is the study of the collection, organization, analysis, interpretation and presentation of data. Colegio Herma. Maths. Bilingual Department by Isabel Martos Martínez. 2013 Statistics is the study of the collection, organization, analysis, interpretation and presentation of data. What is Data? Data

More information

M118 Exam Jam. Contents. Chapter 2: Set Theory 2. Chapter 3: Combinatorics 5. Chapter 4: Probability 7. Chapter 5: Statistics 12

M118 Exam Jam. Contents. Chapter 2: Set Theory 2. Chapter 3: Combinatorics 5. Chapter 4: Probability 7. Chapter 5: Statistics 12 Contents Chapter 2: Set Theory 2 Chapter 3: Combinatorics 5 Chapter 4: Probability 7 Chapter 5: Statistics 12 Chapter 6: Linear Equations and Matrix Algebra 17 Chapter 7: Linear Programming: Graphical

More information

Question Bank In Mathematics Class IX (Term II)

Question Bank In Mathematics Class IX (Term II) Question Bank In Mathematics Class IX (Term II) PROBABILITY A. SUMMATIVE ASSESSMENT. PROBABILITY AN EXPERIMENTAL APPROACH. The science which measures the degree of uncertainty is called probability.. In

More information

Example: Suppose we toss a quarter and observe whether it falls heads or tails, recording the result as 1 for heads and 0 for tails.

Example: Suppose we toss a quarter and observe whether it falls heads or tails, recording the result as 1 for heads and 0 for tails. Example: Suppose we toss a quarter and observe whether it falls heads or tails, recording the result as 1 for heads and 0 for tails. (In Mathematical language, the result of our toss is a random variable,

More information

Math II Final Exam Question Bank Fall 2016

Math II Final Exam Question Bank Fall 2016 Math II Final Exam Question Bank Fall 2016 Name: Multiple Choice Identify the choice that best completes the statement or answers the question. 1. Which figure shows the flag on the left after it has been

More information

Section 2.5 Linear Inequalities

Section 2.5 Linear Inequalities Section 2.5 Linear Inequalities WORDS OF COMPARISON Recently, you worked with applications (word problems) in which you were required to write and solve an equation. Sometimes you needed to translate sentences

More information

Section 1: Whole Numbers TERM 1

Section 1: Whole Numbers TERM 1 Grade Play! Mathematics Answer Book Section : Whole Numbers TERM Question Value and Place Value: -digit Numbers [Revision]. Write down the value of each underlined digit. Value is how much a digit in a

More information

Exam 2 Review (Sections Covered: 3.1, 3.3, , 7.1) Solutro. 1. Write a system of linear inequalities that describes the shaded region.

Exam 2 Review (Sections Covered: 3.1, 3.3, , 7.1) Solutro. 1. Write a system of linear inequalities that describes the shaded region. Exam 2 Review (Sections Covered: 31 33 6164 71) Solutro 1 Write a system of linear inequalities that describes the shaded region :) 5x +2y 30 x +2y " 2) 12 x : 0 y Z 0 : Line as 0 TO ± 30 True Line (2)

More information

Park School Mathematics Curriculum Book 9, Lesson 2: Introduction to Logarithms

Park School Mathematics Curriculum Book 9, Lesson 2: Introduction to Logarithms Park School Mathematics Curriculum Book 9, Lesson : Introduction to Logarithms We re providing this lesson as a sample of the curriculum we use at the Park School of Baltimore in grades 9-11. If you d

More information

If S = {O 1, O 2,, O n }, where O i is the i th elementary outcome, and p i is the probability of the i th elementary outcome, then

If S = {O 1, O 2,, O n }, where O i is the i th elementary outcome, and p i is the probability of the i th elementary outcome, then 1.1 Probabilities Def n: A random experiment is a process that, when performed, results in one and only one of many observations (or outcomes). The sample space S is the set of all elementary outcomes

More information

1.2 The Role of Variables

1.2 The Role of Variables 1.2 The Role of Variables variables sentences come in several flavors true false conditional In this section, a name is given to mathematical sentences that are sometimes true, sometimes false they are

More information

Math Fundamentals for Statistics I (Math 52) Unit 7: Connections (Graphs, Equations and Inequalities)

Math Fundamentals for Statistics I (Math 52) Unit 7: Connections (Graphs, Equations and Inequalities) Math Fundamentals for Statistics I (Math 52) Unit 7: Connections (Graphs, Equations and Inequalities) By Scott Fallstrom and Brent Pickett The How and Whys Guys This work is licensed under a Creative Commons

More information

7.1 What is it and why should we care?

7.1 What is it and why should we care? Chapter 7 Probability In this section, we go over some simple concepts from probability theory. We integrate these with ideas from formal language theory in the next chapter. 7.1 What is it and why should

More information

Sets and Functions. (As we will see, in describing a set the order in which elements are listed is irrelevant).

Sets and Functions. (As we will see, in describing a set the order in which elements are listed is irrelevant). Sets and Functions 1. The language of sets Informally, a set is any collection of objects. The objects may be mathematical objects such as numbers, functions and even sets, or letters or symbols of any

More information

2 Introduction to Variables

2 Introduction to Variables www.ck12.org CHAPTER 2 Introduction to Variables Chapter Outline 2.1 VARIABLE EXPRESSIONS 2.2 PATTERNS AND EXPRESSIONS 2.3 COMBINING LIKE TERMS 2.4 THE DISTRIBUTIVE PROPERTY 2.5 ADDITION AND SUBTRACTION

More information

QUESTION PAPER BOOKLET

QUESTION PAPER BOOKLET AVPS Olympiad 207 MAX MARKS: 20 DURATION : 20 MINUTES QUESTION PAPER BOOKLET GRADE PATs I n d i a TESTING PARTNER INSTRUCTIONS. The question paper contains 40 questions divided into three sections A, B

More information

Outcomes, events, and probability

Outcomes, events, and probability 2 Outcomes, events, and probability The world around us is full of phenomena we perceive as random or unpredictable We aim to model these phenomena as outcomes of some experiment, where you should think

More information

Notes for Math 324, Part 12

Notes for Math 324, Part 12 72 Notes for Math 324, Part 12 Chapter 12 Definition and main properties of probability 12.1 Sample space, events We run an experiment which can have several outcomes. The set consisting by all possible

More information

Aiming for Highest +

Aiming for Highest + Aiming for Highest + Year 7 (Set 1&2) REVISION BOOKLET 2018 Exam Dates: Week beginning 11 th June (Calculator and non-calculator exam) Name: 1 Contents Number: HCF and LCM Laws of indices Rounding BIDMAS

More information

Sets. 1.1 What is a set?

Sets. 1.1 What is a set? Section 1 Sets 1 Sets After working through this section, you should be able to: (a) use set notation; (b) determine whether two given sets are equal and whether one given set is a subset of another; (c)

More information

PERMUTATIONS, COMBINATIONS AND DISCRETE PROBABILITY

PERMUTATIONS, COMBINATIONS AND DISCRETE PROBABILITY Friends, we continue the discussion with fundamentals of discrete probability in the second session of third chapter of our course in Discrete Mathematics. The conditional probability and Baye s theorem

More information

6.1 Logic. Statements or Propositions. Negation. The negation of a statement, p, is not p and is denoted by p Truth table: p p

6.1 Logic. Statements or Propositions. Negation. The negation of a statement, p, is not p and is denoted by p Truth table: p p 6.1 Logic Logic is not only the foundation of mathematics, but also is important in numerous fields including law, medicine, and science. Although the study of logic originated in antiquity, it was rebuilt

More information

STEP Support Programme. Statistics STEP Questions

STEP Support Programme. Statistics STEP Questions STEP Support Programme Statistics STEP Questions This is a selection of STEP I and STEP II questions. The specification is the same for both papers, with STEP II questions designed to be more difficult.

More information

CHAPTER 15 PROBABILITY Introduction

CHAPTER 15 PROBABILITY Introduction PROBABILLITY 271 PROBABILITY CHAPTER 15 It is remarkable that a science, which began with the consideration of games of chance, should be elevated to the rank of the most important subject of human knowledge.

More information