5.1 Composite Functions
|
|
- Annabelle Bond
- 5 years ago
- Views:
Transcription
1 SECTION. Composite Funtions 7. Composite Funtions PREPARING FOR THIS SECTION Before getting started, review the following: Find the Value of a Funtion (Setion., pp. 9 ) Domain of a Funtion (Setion., pp. ) Now Work the Are You Prepared? problems on page. OBJECTIVES Form a Composite Funtion (p. 7) Find the Domain of a Composite Funtion (p. 8) Figure Form a Composite Funtion Suppose that an oil tanker is leaking oil and you want to determine the area of the irular oil path around the ship. See Figure. It is determined that the oil is leaking from the tanker in suh a way that the radius of the irular path of oil around the ship is inreasing at a rate of feet per minute. Therefore, the radius r of the oil path at any time t, in minutes, is given by rt = t. So after 0 minutes the radius of the oil path is r0 = 0 = 60 feet. The area A of a irle as a funtion of the radius r is given by Ar = pr. The area of the irular path of oil after 0 minutes is A60 = p60 = 600p square feet. Notie that 60 = r0, so A60 = Ar0. The argument of the funtion A is the output of a funtion! In general, we an find the area of the oil path as a funtion of time t by evaluating Art and obtaining Art = At = pt = 9pt. The funtion Art is a speial type of funtion alled a omposite funtion. As another eample, onsider the funtion y = +. If we write y = fu = u and u = g = +, then, by a substitution proess, we an obtain the original funtion: y = fu = fg = +. In general, suppose that f and g are two funtions and that is a number in the domain of g. By evaluating g at, we get g. If g is in the domain of f, then we may evaluate f at g and obtain the epression fg. The orrespondene from to fg is alled a omposite funtion f g. DEFINITION Given two funtions f and g, the omposite funtion, denoted by f g (read as f omposed with g ), is defined by f g = fg The domain of f g is the set of all numbers in the domain of g suh that g is in the domain of f. Look arefully at Figure. Only those s in the domain of g for whih g is in the domain of f an be in the domain of f g. The reason is that if g is not in the domain of f then fg is not defined. Beause of this, the domain of f g is a subset of the domain of g; the range of f g is a subset of the range of f. Figure Domain of g g Range of g g () Domain of f Range of f g g () f f(g ()) Domain of f g Range of f g f g
2 8 CHAPTER Eponential and Logarithmi Funtions Figure provides a seond illustration of the definition. Here is the input to the funtion g, yielding g. Then g is the input to the funtion f, yielding fg. Notie that the inside funtion g in fg is done first. Figure INPUT g g () f OUTPUT f(g ()) Figure EXAMPLE Evaluating a Composite Funtion Suppose that f = - and g =. Find: (a) f g (b) g f () f f- (d) g g- (a) (b) () (d) f g = fg = f = # - = 9 g() = f() = - g() = g f = gf = g- = # - = - f() = - g() = f() = - f f- = ff- = f = # - = 7 f(- ) = (- ) - = g g- = gg- = g- = # - = - 6 g(- ) = - COMMENT Graphing alulators an be used to evaluate omposite funtions.* Let Y = f() = - and Y = g() =. Then, using a TI-8 Plus graphing alulator, (f g)() isfoundasshowninfigure. Notie that this is the result obtained in Eample (a). Now Work PROBLEM Find the Domain of a Composite Funtion EXAMPLE Finding a Composite Funtion and Its Domain Suppose that f = + - and g = +. Find: (a) f g (b) g f Then find the domain of eah omposite funtion. The domain of f and the domain of g are the set of all real numbers. (a) f g = fg = f + = ) - f() = + - = = Sine the domains of both f and g are the set of all real numbers, the domain of f g is the set of all real numbers. *Consult your owner s manual for the appropriate keystrokes.
3 SECTION. Composite Funtions 9 (b) g f = gf = g + - = g() = + = = Sine the domains of both f and g are the set of all real numbers, the domain of g f is the set of all real numbers. Look bak at Figure on page 7. In determining the domain of the omposite funtion f g = fg, keep the following two thoughts in mind about the input.. Any not in the domain of g must be eluded.. Any for whih g is not in the domain of f must be eluded. EXAMPLE EXAMPLE Finding the Domain of f g Find the domain of f g if f = and g =. + - For f g = fg, first note that the domain of g is ƒ Z 6, so elude from the domain of f g. Net note that the domain of f is ƒ Z - 6, whih means that g annot equal -. Solve the equation g = - to determine what additional value(s) of to elude. - = - Also elude - from the domain of f g. The domain of f g is ƒ Z -, Z 6. Chek: For =, g = is not defined, so f g = fg is not defined. - For =-, g- = =-, and f g- = fg- = f- - is not defined. Now Work PROBLEM = - - = - + = - = - g() = - Finding a Composite Funtion and Its Domain Suppose that f = and g =. + - Find: (a) f g (b) f f Then find the domain of eah omposite funtion. The domain of f is ƒ Z - 6 and the domain of g is ƒ Z 6. (a) f g = fg = fa = - b f() = = = - + = - + Multiply by - -. In Eample, we found the domain of f g to be ƒ Z -, Z 6.
4 0 CHAPTER Eponential and Logarithmi Funtions We ould also find the domain of f g by first looking at the domain of g: ƒ Z 6. We elude from the domain of f g as a result. Then we look at f g and notie that annot equal -, sine = - results in division by 0. So we also elude - from the domain of f g. Therefore, the domain of f g is ƒ Z -, Z 6. + (b) f f = ff = fa = + + = + + b = f() = + The domain of f f onsists of those in the domain of f, ƒ Z - 6, for whih f = + Z - + = - = - ( + ) = - - = - = - Multiply by + +. or, equivalently, Z - The domain of f f is e ` Z -, Z - f. We ould also find the domain of f f by reognizing that - is not in the domain of f and so should be eluded from the domain of f f. Then, looking at f f, we see that annot equal - Do you see why? Therefore, the. domain of f f is e ` Z -, Z - f. Now Work PROBLEMS AND Look bak at Eample, whih illustrates that, in general, Sometimes f g does equal g f, as shown in the net eample. f g Z g f. EXAMPLE Showing That Two Composite Funtions Are Equal If f = - and g = +, show that f g = g f = for every in the domain of f g and g f. f g = fg = fa + b = a + b - = + - = g() = + ( + ) = Substitute g() into the rule for f, f() = -.
5 SECTION. Composite Funtions Seeing the Conept Using a graphing alulator, let Y = f() = - Y = g() = ( + ) Y = f g, Y = g f g f = gf = g - = - + = = f() = - Substitute f() into the rule for g, g() = ( + ). Using the viewing window -, - y, graph only Y and Y. What do you see? TRACE to verify that Y = Y. We onlude that f g = g f =. In Setion., we shall see that there is an important relationship between funtions f and g for whih f g = g f =. Now Work PROBLEM Calulus Appliation Some tehniques in alulus require that we be able to determine the omponents of a omposite funtion. For eample, the funtion H = + is the omposition of the funtions f and g, where f = and g = +, beause H = f g = fg = f + = +. EXAMPLE 6 Finding the Components of a Composite Funtion Find funtions f and g suh that f g = H if H = + 0. The funtion H takes + and raises it to the power 0. A natural way to deompose H is to raise the funtion g = + to the power 0. If we let f = 0 and g = +, then Figure g f f g = fg f(g ()) = f( + ) = f + g () = = ( + ) 0 + H() = ( + ) 0 = + 0 = H H See Figure. Other funtions f and g may be found for whih f g = H in Eample 6. For eample, if f = and g = +, then f g = fg = f + = + = + 0 Although the funtions f and g found as a solution to Eample 6 are not unique, there is usually a natural seletion for f and g that omes to mind first. EXAMPLE 7 Finding the Components of a Composite Funtion Find funtions f and g suh that f g = H if H = Here H is the reiproal of g = +. If we let f = and g = +, we find that f g = fg = f + = + +. = H Now Work PROBLEM
6 CHAPTER Eponential and Logarithmi Funtions. Assess Your Understanding Are You Prepared? Answers are given at the end of these eerises. If you get a wrong answer, read the pages listed in red.. Find f if f = - +. (pp. 9 ). Find the domain of the funtion. Find f if f = -. (pp. 9 ) (pp. ) f = - -. Conepts and Voabulary. Given two funtions f and g, the, denoted f g, is defined by f g() =.. True or False fg = f # g(). 6. True or False The domain of the omposite funtion f g is the same as the domain of g. Skill Building In Problems 7 and 8, evaluate eah epression using the values given in the table (a) f g (b) f g- f () () g f- (d) g f0 g() (e) g g- (f) f f (a) f g (b) f g f () () g f (d) g f g() (e) g g (f) f f In Problems 9 and 0, evaluate eah epression using the graphs of y = f and y = g shown in the figure. 9. (a) g f- (b) g f0 y () f g- (d) f g y g () 6 (6, ) (7, ) 0. (a) g f (b) g f (, ) (, ) (8, ) () f g0 (d) f g (, ) (, ) (7, ) (, ) (, ) (, ) (6, ) (, ) 6 8 y f () (, ) (, ) In Problems 0, for the given funtions f and g, find: (a) f g (b) g f () f f (d) g g0. f = ; g = +. f = + ; g = -. f = - ; g = -. f = ; g = -. f = ; g = 6. f = + ; g = 7. f = ƒƒ; g = + 9. f = 8. f = ƒ - ƒ; g = + + ; g = 0. f = > ; g = + In Problems 8, find the domain of the omposite funtion f g.. f = - ; g =. f = + ; g =-
7 SECTION. Composite Funtions. f = - ; g =-. f = + ; g =. f = ; g = + 6. f = - ; g = - 7. f = + ; g = - 8. f = + ; g = - In Problems 9, for the given funtions f and g, find: (a) f g (b) g f () f f (d) State the domain of eah omposite funtion. 9. f = + ; g = g g 0. f = - ; g = -. f = + ; g =. f = + ; g = +. f = ; g = +. f = + ; g = +. f = 7. f = - ; g = - ; g =- 6. f = 8. f = + ; g =- + ; g = 9. f = ; g = + 0. f = - ; g = -. f = + ; g = -. f = + ; g = -. f = - + ; g = + - In Problems, show that f g = g f =.. f = - - ; g = + -. f = ; g = 6. f = ; g = 7. f = ; g = 8. f = + ; g = - 9. f = - 6; g = f = - ; g = -. f = a + b; g = a - b a Z 0. f = ; g = In Problems 8, find funtions f and g so that f g = H.. H = +. H = +. H = + 6. H = - 7. H = ƒ + ƒ 8. H = ƒ + ƒ Appliations and Etensions 9. If f = and g =, find f g 6. Surfae Area of a Balloon The surfae area S (in square and g f. meters) of a hot-air balloon is given by 60. If f = + find f f. -, 6. If f = + and g = + a, find a so that the graph of f g rosses the y-ais at. 6. If f = - 7 and g = + a, find a so that the graph of f g rosses the y-ais at 68. In Problems 6 and 6, use the funtions f and g to find: (a) f g (b) g f () the domain of f g and of g f (d) the onditions for whih f g = g f 6. f = a + b; g = + d 6. f = a + b ; g = m + d where r is the radius of the balloon (in meters). If the radius r is inreasing with time t (in seonds) aording to the formula rt = t, t Ú 0, Sr = pr balloon as a funtion of the time t. find the surfae area S of the 66. Volume of a Balloon The volume V (in ubi meters) of the hot-air balloon desribed in Problem 6 is given by V r = If the radius r is the same funtion of t as in pr. Problem 6, find the volume V as a funtion of the time t. 67. Automobile Prodution The number N of ars produed at a ertain fatory in one day after t hours of operation is given by Nt = 00t - t, 0 t 0. If the ost C
8 CHAPTER Eponential and Logarithmi Funtions (in dollars) of produing N ars is CN =, N, 7. Foreign Ehange Traders often buy foreign urreny in find the ost C as a funtion of the time t of operation of the fatory. hope of making money when the urreny s value hanges. For eample, on June, 009, one U.S. dollar ould purhase 68. Environmental Conerns The spread of oil leaking from a 0.7 Euros, and one Euro ould purhase 7.0 yen. tanker is in the shape of a irle. If the radius r (in feet) of the Let f represent the number of Euros you an buy with spread after t hours is rt = 00t, find the area A of the dollars, and let g represent the number of yen you an oil slik as a funtion of the time t. buy with Euros. (a) Find a funtion that relates dollars to Euros. (b) Find a funtion that relates Euros to yen. () Use the results of parts (a) and (b) to find a funtion 69. Prodution Cost The prie p,in dollars,of a ertain produt and the quantity sold obey the demand equation p = Suppose that the ost C, in dollars, of produing units is C = Assuming that all items produed are sold, find the ost C as a funtion of the prie p. [Hint: Solve for in the demand equation and then form the omposite.] 70. Cost of a Commodity The prie p, in dollars,of a ertain ommodity and the quantity sold obey the demand equation p = Suppose that the ost C, in dollars, of produing units is C = Assuming that all items produed are sold, find the ost C as a funtion of the prie p. 7. Volume of a Cylinder The volume V of a right irular ylinder of height h and radius r is V = pr h. If the height is twie the radius, epress the volume V as a funtion of r. 7. Volume of a Cone The volume V of a right irular one is V = If the height is twie the radius, epress the pr h. volume V as a funtion of r. Are You Prepared? Answers ƒ Z -, Z 6 that relates dollars to yen. That is, find g f = gf. (d) What is gf000? 7. Temperature Conversion The funtion C(F) = (F - ) 9 onverts a temperature in degrees Fahrenheit, F,to a temperature in degrees Celsius, C. The funtion KC = C + 7, onverts a temperature in degrees Celsius to a temperature in kelvins, K. (a) Find a funtion that onverts a temperature in degrees Fahrenheit to a temperature in kelvins. (b) Determine 80 degrees Fahrenheit in kelvins. 7. Disounts The manufaturer of a omputer is offering two disounts on last year s model omputer. The first disount is a $00 rebate and the seond disount is 0% off the regular prie, p. (a) Write a funtion f that represents the sale prie if only the rebate applies. (b) Write a funtion g that represents the sale prie if only the 0% disount applies. () Find f g and g f. What does eah of these funtions represent? Whih ombination of disounts represents a better deal for the onsumer? Why? 76. If f and g are odd funtions, show that the omposite funtion f g is also odd. 77. If f is an odd funtion and g is an even funtion, show that the omposite funtions f g and g f are both even.. One-to-One Funtions; Inverse Funtions PREPARING FOR THIS SECTION Before getting started, review the following: Funtions (Setion., pp. 6 ) Inreasing/Dereasing Funtions (Setion., pp. 70 7) Now Work the Are You Prepared? problems on page 6. Rational Epressions (Appendi A, Setion A., pp. A6 A) OBJECTIVES Determine Whether a Funtion Is One-to-One (p. ) Determine the Inverse of a Funtion Defined by a Map or a Set of Ordered Pairs (p. 7) Obtain the Graph of the Inverse Funtion from the Graph of the Funtion (p. 9) Find the Inverse of a Funtion Defined by an Equation (p. 60)
2.6 Absolute Value Equations
96 CHAPTER 2 Equations, Inequalities, and Problem Solving 89. 5-8 6 212 + 2 6-211 + 22 90. 1 + 2 6 312 + 2 6 1 + 4 The formula for onverting Fahrenheit temperatures to Celsius temperatures is C = 5 1F
More information6.4 Dividing Polynomials: Long Division and Synthetic Division
6 CHAPTER 6 Rational Epressions 6. Whih of the following are equivalent to? y a., b. # y. y, y 6. Whih of the following are equivalent to 5? a a. 5, b. a 5, 5. # a a 6. In your own words, eplain one method
More informationradical symbol 1 Use a Calculator to Find Square Roots 2 Find Side Lengths
Page 1 of 5 10.1 Simplifying Square Roots Goal Simplify square roots. Key Words radial radiand Square roots are written with a radial symbol m. An epression written with a radial symbol is alled a radial
More informationCHAPTER P Preparation for Calculus
PART I CHAPTER P Preparation for Calulus Setion P. Graphs and Models...................... Setion P. Linear Models and Rates of Change............. 7 Setion P. Funtions and Their Graphs.................
More information4.4 Solving Systems of Equations by Matrices
Setion 4.4 Solving Systems of Equations by Matries 1. A first number is 8 less than a seond number. Twie the first number is 11 more than the seond number. Find the numbers.. The sum of the measures of
More informationNormative and descriptive approaches to multiattribute decision making
De. 009, Volume 8, No. (Serial No.78) China-USA Business Review, ISSN 57-54, USA Normative and desriptive approahes to multiattribute deision making Milan Terek (Department of Statistis, University of
More informationChapter 2. Conditional Probability
Chapter. Conditional Probability The probabilities assigned to various events depend on what is known about the experimental situation when the assignment is made. For a partiular event A, we have used
More informationChapter 2: Solution of First order ODE
0 Chapter : Solution of irst order ODE Se. Separable Equations The differential equation of the form that is is alled separable if f = h g; In order to solve it perform the following steps: Rewrite the
More informationMAC Calculus II Summer All you need to know on partial fractions and more
MC -75-Calulus II Summer 00 ll you need to know on partial frations and more What are partial frations? following forms:.... where, α are onstants. Partial frations are frations of one of the + α, ( +
More informationSolutions Manual. Selected odd-numbered problems in. Chapter 2. for. Proof: Introduction to Higher Mathematics. Seventh Edition
Solutions Manual Seleted odd-numbered problems in Chapter for Proof: Introdution to Higher Mathematis Seventh Edition Warren W. Esty and Norah C. Esty 5 4 3 1 Setion.1. Sentenes with One Variable Chapter
More informationMathletics Diagnostic Test Year 8 - National Curriculum 8803
Mathletis iagnosti Test Year 8 - National Curriulum 8803 Number and lgebra Suggested Time: 60 minutes 50 marks Name: Teaher: ate: ll questions are worth one mark. Sub-strand and ontent elaborations are
More informationA population of 50 flies is expected to double every week, leading to a function of the x
4 Setion 4.3 Logarithmi Funtions population of 50 flies is epeted to doule every week, leading to a funtion of the form f ( ) 50(), where represents the numer of weeks that have passed. When will this
More informationAdvanced Computational Fluid Dynamics AA215A Lecture 4
Advaned Computational Fluid Dynamis AA5A Leture 4 Antony Jameson Winter Quarter,, Stanford, CA Abstrat Leture 4 overs analysis of the equations of gas dynamis Contents Analysis of the equations of gas
More informationThe Hanging Chain. John McCuan. January 19, 2006
The Hanging Chain John MCuan January 19, 2006 1 Introdution We onsider a hain of length L attahed to two points (a, u a and (b, u b in the plane. It is assumed that the hain hangs in the plane under a
More informationMicroeconomic Theory I Assignment #7 - Answer key
Miroeonomi Theory I Assignment #7 - Answer key. [Menu priing in monopoly] Consider the example on seond-degree prie disrimination (see slides 9-93). To failitate your alulations, assume H = 5, L =, and
More informationCMSC 451: Lecture 9 Greedy Approximation: Set Cover Thursday, Sep 28, 2017
CMSC 451: Leture 9 Greedy Approximation: Set Cover Thursday, Sep 28, 2017 Reading: Chapt 11 of KT and Set 54 of DPV Set Cover: An important lass of optimization problems involves overing a ertain domain,
More informationGeneral Equilibrium. What happens to cause a reaction to come to equilibrium?
General Equilibrium Chemial Equilibrium Most hemial reations that are enountered are reversible. In other words, they go fairly easily in either the forward or reverse diretions. The thing to remember
More information23.1 Tuning controllers, in the large view Quoting from Section 16.7:
Lesson 23. Tuning a real ontroller - modeling, proess identifiation, fine tuning 23.0 Context We have learned to view proesses as dynami systems, taking are to identify their input, intermediate, and output
More informationAppendix A Market-Power Model of Business Groups. Robert C. Feenstra Deng-Shing Huang Gary G. Hamilton Revised, November 2001
Appendix A Market-Power Model of Business Groups Roert C. Feenstra Deng-Shing Huang Gary G. Hamilton Revised, Novemer 200 Journal of Eonomi Behavior and Organization, 5, 2003, 459-485. To solve for the
More informationDetermination of the reaction order
5/7/07 A quote of the wee (or amel of the wee): Apply yourself. Get all the eduation you an, but then... do something. Don't just stand there, mae it happen. Lee Iaoa Physial Chemistry GTM/5 reation order
More informationLecture 3 - Lorentz Transformations
Leture - Lorentz Transformations A Puzzle... Example A ruler is positioned perpendiular to a wall. A stik of length L flies by at speed v. It travels in front of the ruler, so that it obsures part of the
More informationA two storage inventory model with variable demand and time dependent deterioration rate and with partial backlogging
Malaya Journal of Matematik, Vol. S, No., 35-40, 08 https://doi.org/0.37/mjm0s0/07 A two storage inventory model with variable demand and time dependent deterioration rate and with partial baklogging Rihi
More informationErrata and changes for Lecture Note 1 (I would like to thank Tomasz Sulka for the following changes): ( ) ( ) lim = should be
Errata and hanges for Leture Note (I would like to thank Tomasz Sulka for the following hanges): Page 5 of LN: f f ' lim should be g g' f f ' lim lim g g ' Page 8 of LN: the following words (in RED) have
More informationProduct Policy in Markets with Word-of-Mouth Communication. Technical Appendix
rodut oliy in Markets with Word-of-Mouth Communiation Tehnial Appendix August 05 Miro-Model for Inreasing Awareness In the paper, we make the assumption that awareness is inreasing in ustomer type. I.e.,
More informationSufficient Conditions for a Flexible Manufacturing System to be Deadlocked
Paper 0, INT 0 Suffiient Conditions for a Flexile Manufaturing System to e Deadloked Paul E Deering, PhD Department of Engineering Tehnology and Management Ohio University deering@ohioedu Astrat In reent
More informationMaximum Entropy and Exponential Families
Maximum Entropy and Exponential Families April 9, 209 Abstrat The goal of this note is to derive the exponential form of probability distribution from more basi onsiderations, in partiular Entropy. It
More informationQUANTITATIVE APTITUDE
QUANTITATIVE APTITUDE Questions asked in MIB Examination. If a b 0, then (a b ) ab is equal to: (D) 9. If x y 0, then x y is equal to: y x xy 7 (D). If ab b a 0, then the value of a b b a ab is equal to:
More informationGeometry of Transformations of Random Variables
Geometry of Transformations of Random Variables Univariate distributions We are interested in the problem of finding the distribution of Y = h(x) when the transformation h is one-to-one so that there is
More informationConcerning the Numbers 22p + 1, p Prime
Conerning the Numbers 22p + 1, p Prime By John Brillhart 1. Introdution. In a reent investigation [7] the problem of fatoring numbers of the form 22p + 1, p a, was enountered. Sine 22p + 1 = (2P - 2*
More informationSubject: Introduction to Component Matching and Off-Design Operation % % ( (1) R T % (
16.50 Leture 0 Subjet: Introdution to Component Mathing and Off-Design Operation At this point it is well to reflet on whih of the many parameters we have introdued (like M, τ, τ t, ϑ t, f, et.) are free
More informationkids (this case is for j = 1; j = 2 case is similar). For the interior solution case, we have 1 = c (x 2 t) + p 2
Problem 1 There are two subgames, or stages. At stage 1, eah ie ream parlor i (I all it firm i from now on) selets loation x i simultaneously. At stage 2, eah firm i hooses pries p i. To find SPE, we start
More information2. The Energy Principle in Open Channel Flows
. The Energy Priniple in Open Channel Flows. Basi Energy Equation In the one-dimensional analysis of steady open-hannel flow, the energy equation in the form of Bernoulli equation is used. Aording to this
More informationRelativistic Dynamics
Chapter 7 Relativisti Dynamis 7.1 General Priniples of Dynamis 7.2 Relativisti Ation As stated in Setion A.2, all of dynamis is derived from the priniple of least ation. Thus it is our hore to find a suitable
More informationGLOBAL EDITION. Calculus. Briggs Cochran Gillett SECOND EDITION. William Briggs Lyle Cochran Bernard Gillett
GOBA EDITION Briggs Cohran Gillett Calulus SECOND EDITION William Briggs le Cohran Bernar Gillett ( (, ) (, ) (, Q ), Q ) (, ) ( Q, ) / 5 /4 5 5 /6 7 /6 ( Q, 5 5 /4 ) 4 4 / 7 / (, ) 9 / (, ) 6 / 5 / (Q,
More information2.2 BUDGET-CONSTRAINED CHOICE WITH TWO COMMODITIES
Essential Miroeonomis -- 22 BUDGET-CONSTRAINED CHOICE WITH TWO COMMODITIES Continuity of demand 2 Inome effets 6 Quasi-linear, Cobb-Douglas and CES referenes 9 Eenditure funtion 4 Substitution effets and
More information6x and find the. y=2x+5 and y=4 -x 2. gradient of the curve at this point. tangent to the curve y = 4 - x 2? Figure 5.11
Figure 5.11 EERCISE 5C 1 For eah part of this question, (a) find: (b) fmd the gradient of the urve at the given point. (il y = x- 2 ; (.25, 16) (iil y= x- 1 + x-4; (-1, ) (iiil y= 4x- 3 + 2x- 5 ; (1, 6)
More informationUTC. Engineering 329. Proportional Controller Design. Speed System. John Beverly. Green Team. John Beverly Keith Skiles John Barker.
UTC Engineering 329 Proportional Controller Design for Speed System By John Beverly Green Team John Beverly Keith Skiles John Barker 24 Mar 2006 Introdution This experiment is intended test the variable
More informationWord of Mass: The Relationship between Mass Media and Word-of-Mouth
Word of Mass: The Relationship between Mass Media and Word-of-Mouth Roman Chuhay Preliminary version Marh 6, 015 Abstrat This paper studies the optimal priing and advertising strategies of a firm in the
More informationExamining Applied Rational Functions
HiMAP Pull-Out Setion: Summer 1990 Eamining Applied Rational Funtions Flod Vest Referenes Environmental Protetion Agen. Gas Mileage Guide. (Copies an usuall e otained from a loal new ar dealer.) Information
More information1 Each symbol stands for a number. Find the value of each symbol. a + b 7 c 48 d. Find a quick way to work out 90 ( ).
Cambridge Essentials Mathematis Etension 7 A1.1 Homework 1 A1.1 Homework 1 1 Eah symbol stands for a number. Find the value of eah symbol. a 8 = 17 b = 64 4 = 24 d + 5 = 6 2 = and = 8. Find the value of
More informationA NETWORK SIMPLEX ALGORITHM FOR THE MINIMUM COST-BENEFIT NETWORK FLOW PROBLEM
NETWORK SIMPLEX LGORITHM FOR THE MINIMUM COST-BENEFIT NETWORK FLOW PROBLEM Cen Çalışan, Utah Valley University, 800 W. University Parway, Orem, UT 84058, 801-863-6487, en.alisan@uvu.edu BSTRCT The minimum
More informationTaste for variety and optimum product diversity in an open economy
Taste for variety and optimum produt diversity in an open eonomy Javier Coto-Martínez City University Paul Levine University of Surrey Otober 0, 005 María D.C. Garía-Alonso University of Kent Abstrat We
More informationCounting Idempotent Relations
Counting Idempotent Relations Beriht-Nr. 2008-15 Florian Kammüller ISSN 1436-9915 2 Abstrat This artile introdues and motivates idempotent relations. It summarizes haraterizations of idempotents and their
More informationSOA/CAS MAY 2003 COURSE 1 EXAM SOLUTIONS
SOA/CAS MAY 2003 COURSE 1 EXAM SOLUTIONS Prepared by S. Broverman e-mail 2brove@rogers.om website http://members.rogers.om/2brove 1. We identify the following events:. - wathed gymnastis, ) - wathed baseball,
More informationMean Activity Coefficients of Peroxodisulfates in Saturated Solutions of the Conversion System 2NH 4. H 2 O at 20 C and 30 C
Mean Ativity Coeffiients of Peroxodisulfates in Saturated Solutions of the Conversion System NH 4 Na S O 8 H O at 0 C and 0 C Jan Balej Heřmanova 5, 170 00 Prague 7, Czeh Republi balejan@seznam.z Abstrat:
More informationSampler-A. Secondary Mathematics Assessment. Sampler 521-A
Sampler-A Seondary Mathematis Assessment Sampler 521-A Instrutions for Students Desription This sample test inludes 14 Seleted Response and 4 Construted Response questions. Eah Seleted Response has a
More informationChapter 15 Equilibrium. Reversible Reactions & Equilibrium. Reversible Reactions & Equilibrium. Reversible Reactions & Equilibrium 5/27/2014
Amount of reatant/produt 5/7/01 quilibrium in Chemial Reations Lets look bak at our hypothetial reation from the kinetis hapter. A + B C Chapter 15 quilibrium [A] Why doesn t the onentration of A ever
More informationRESEARCH ON RANDOM FOURIER WAVE-NUMBER SPECTRUM OF FLUCTUATING WIND SPEED
The Seventh Asia-Paifi Conferene on Wind Engineering, November 8-1, 9, Taipei, Taiwan RESEARCH ON RANDOM FORIER WAVE-NMBER SPECTRM OF FLCTATING WIND SPEED Qi Yan 1, Jie Li 1 Ph D. andidate, Department
More informationPrecalculus Unit 2 - Worksheet 1 1. The relation described by the set of points {( ) ( ) ( ) ( )} is NOT a function. Explain why.
Precalculus Name Unit 2 - Worksheet 1 1. The relation described by the set of points {( ) ( ) ( ) ( )} is NOT a function. Explain why. For Questions 2-4, use the graph at the right. 2. Explain why this
More informationController Design Based on Transient Response Criteria. Chapter 12 1
Controller Design Based on Transient Response Criteria Chapter 12 1 Desirable Controller Features 0. Stable 1. Quik responding 2. Adequate disturbane rejetion 3. Insensitive to model, measurement errors
More informationDiscrete Bessel functions and partial difference equations
Disrete Bessel funtions and partial differene equations Antonín Slavík Charles University, Faulty of Mathematis and Physis, Sokolovská 83, 186 75 Praha 8, Czeh Republi E-mail: slavik@karlin.mff.uni.z Abstrat
More informationInter-fibre contacts in random fibrous materials: experimental verification of theoretical dependence on porosity and fibre width
J Mater Si (2006) 41:8377 8381 DOI 10.1007/s10853-006-0889-7 LETTER Inter-fibre ontats in random fibrous materials: experimental verifiation of theoretial dependene on porosity and fibre width W. J. Bathelor
More informationChapter 3. Exponential and Logarithmic Functions. Selected Applications
Chapter 3 Eponential and Logarithmic Functions 3. Eponential Functions and Their Graphs 3.2 Logarithmic Functions and Their Graphs 3.3 Properties of Logarithms 3.4 Solving Eponential and Logarithmic Equations
More informationPractice ? b a (-a) b a b (3a)
Pratie 8- Zero and Negative Exponents Simplify eah expression.. 6 0 2. 4-2 3. 3-3 4. 8-4 5. 6. 4 7. 3 8. 2 2 2 25 4 23 6 2 2 25 9. 3? 8 0 0. 6? 2-2. 2-2. -7-2 3. 6? 4 0 4. 9 0 5. 32 2 6. 9 8 2 2 2 7. 8
More informationF = c where ^ı is a unit vector along the ray. The normal component is. Iν cos 2 θ. d dadt. dp normal (θ,φ) = dpcos θ = df ν
INTRODUCTION So far, the only information we have been able to get about the universe beyond the solar system is from the eletromagneti radiation that reahes us (and a few osmi rays). So doing Astrophysis
More informationAfter the completion of this section the student should recall
Chapter I MTH FUNDMENTLS I. Sets, Numbers, Coordinates, Funtions ugust 30, 08 3 I. SETS, NUMERS, COORDINTES, FUNCTIONS Objetives: fter the ompletion of this setion the student should reall - the definition
More informationGeneral Closed-form Analytical Expressions of Air-gap Inductances for Surfacemounted Permanent Magnet and Induction Machines
General Closed-form Analytial Expressions of Air-gap Indutanes for Surfaemounted Permanent Magnet and Indution Mahines Ronghai Qu, Member, IEEE Eletroni & Photoni Systems Tehnologies General Eletri Company
More informationMathematics II. Tutorial 5 Basic mathematical modelling. Groups: B03 & B08. Ngo Quoc Anh Department of Mathematics National University of Singapore
Mathematis II Tutorial 5 Basi mathematial modelling Groups: B03 & B08 February 29, 2012 Mathematis II Ngo Quo Anh Ngo Quo Anh Department of Mathematis National University of Singapore 1/13 : The ost of
More informationLECTURE NOTES FOR , FALL 2004
LECTURE NOTES FOR 18.155, FALL 2004 83 12. Cone support and wavefront set In disussing the singular support of a tempered distibution above, notie that singsupp(u) = only implies that u C (R n ), not as
More informationDuct Acoustics. Chap.4 Duct Acoustics. Plane wave
Chap.4 Dut Aoustis Dut Aoustis Plane wave A sound propagation in pipes with different ross-setional area f the wavelength of sound is large in omparison with the diameter of the pipe the sound propagates
More informationMultiPhysics Analysis of Trapped Field in Multi-Layer YBCO Plates
Exerpt from the Proeedings of the COMSOL Conferene 9 Boston MultiPhysis Analysis of Trapped Field in Multi-Layer YBCO Plates Philippe. Masson Advaned Magnet Lab *7 Main Street, Bldg. #4, Palm Bay, Fl-95,
More informationStudy on Applications of Supply and Demand Theory of Microeconomics and. Physics Field Theory to Central Place Theory
1 Study on Appliations of Supply and Demand Theory of Miroeonomis and Physis Field Theory to Central Plae Theory Benjamin Chih-Chien Nien Abstrat: This paper attempts to analyze entral plae theory of spatial
More informationSpecial Relativity Entirely New Explanation
8-1-15 Speial Relatiity Entirely New Eplanation Mourii Shahter mourii@gmail.om mourii@walla.o.il ISRAEL, HOLON 54-54855 Introdution In this paper I orret a minor error in Einstein's theory of Speial Relatiity,
More informationSection 7.1 The Pythagorean Theorem. Right Triangles
Setion 7. The Pythagorean Theorem It is better wither to be silent, or to say things of more value than silene. Sooner throw a pearl at hazard than an idle or useless word; and do not say a little in many
More informationModule 4 Lesson 2 Exercises Answer Key squared square root
Module Lesson Eerises Answer Key 1. The volume is 1 L so onentrations an be done by inspetion. Just substitute values and solve for K [ CO][ HO] K CO H (0.8)(0.8) (0.55) (0.55) K 0.659. [CH ][HS] K [H
More information6 Dynamic Optimization in Continuous Time
6 Dynami Optimization in Continuous Time 6.1 Dynami programming in ontinuous time Consider the problem Z T max e rt u (k,, t) dt (1) (t) T s.t. k ú = f (k,, t) (2) k () = k, (3) with k (T )= k (ase 1),
More informationMASSACHUSETTS MATHEMATICS LEAGUE CONTEST 3 DECEMBER 2013 ROUND 1 TRIG: RIGHT ANGLE PROBLEMS, LAWS OF SINES AND COSINES
CONTEST 3 DECEMBER 03 ROUND TRIG: RIGHT ANGLE PROBLEMS, LAWS OF SINES AND COSINES ANSWERS A) B) C) A) The sides of right ΔABC are, and 7, where < < 7. A is the larger aute angle. Compute the tan( A). B)
More informationREVIEW QUESTIONS Chapter 15
hemistry 10 ANSWER EY REVIEW QUESTIONS hapter 15 1. A mixture of 0.10 mol of NO, 0.050 mol of H and 0.10 mol of HO is plaed in a 1.0-L flask and allowed to reah equilibrium as shown below: NO (g) + H (g)
More informationPanos Kouvelis Olin School of Business Washington University
Quality-Based Cometition, Profitability, and Variable Costs Chester Chambers Co Shool of Business Dallas, TX 7575 hamber@mailosmuedu -768-35 Panos Kouvelis Olin Shool of Business Washington University
More informationJAST 2015 M.U.C. Women s College, Burdwan ISSN a peer reviewed multidisciplinary research journal Vol.-01, Issue- 01
JAST 05 M.U.C. Women s College, Burdwan ISSN 395-353 -a peer reviewed multidisiplinary researh journal Vol.-0, Issue- 0 On Type II Fuzzy Parameterized Soft Sets Pinaki Majumdar Department of Mathematis,
More informationNonreversibility of Multiple Unicast Networks
Nonreversibility of Multiple Uniast Networks Randall Dougherty and Kenneth Zeger September 27, 2005 Abstrat We prove that for any finite direted ayli network, there exists a orresponding multiple uniast
More informationSimplify each expression. 1. 6t + 13t 19t 2. 5g + 34g 39g 3. 7k - 15k 8k 4. 2b b 11b n 2-7n 2 3n x 2 - x 2 7x 2
9-. Plan Objetives To desribe polynomials To add and subtrat polynomials Examples Degree of a Monomial Classifying Polynomials Adding Polynomials Subtrating Polynomials 9- What You ll Learn To desribe
More informationMillennium Relativity Acceleration Composition. The Relativistic Relationship between Acceleration and Uniform Motion
Millennium Relativity Aeleration Composition he Relativisti Relationship between Aeleration and niform Motion Copyright 003 Joseph A. Rybzyk Abstrat he relativisti priniples developed throughout the six
More informationHankel Optimal Model Order Reduction 1
Massahusetts Institute of Tehnology Department of Eletrial Engineering and Computer Siene 6.245: MULTIVARIABLE CONTROL SYSTEMS by A. Megretski Hankel Optimal Model Order Redution 1 This leture overs both
More informationDeveloping Excel Macros for Solving Heat Diffusion Problems
Session 50 Developing Exel Maros for Solving Heat Diffusion Problems N. N. Sarker and M. A. Ketkar Department of Engineering Tehnology Prairie View A&M University Prairie View, TX 77446 Abstrat This paper
More information3.2 Logarithmic Functions and Their Graphs
96 Chapter 3 Eponential and Logarithmic Functions 3.2 Logarithmic Functions and Their Graphs Logarithmic Functions In Section.6, you studied the concept of an inverse function. There, you learned that
More informationSolutions to Problem Set 1
Eon602: Maro Theory Eonomis, HKU Instrutor: Dr. Yulei Luo September 208 Solutions to Problem Set. [0 points] Consider the following lifetime optimal onsumption-saving problem: v (a 0 ) max f;a t+ g t t
More informationMC Practice F2 Solubility Equilibrium, Ksp Name
MC Pratie F Solubility Equilibrium, Ksp Name This is pratie - Do NOT heat yourself of finding out what you are apable of doing. Be sure you follow the testing onditions outlined below. DO NOT USE A CALCULATOR.
More information6. Graph each of the following functions. What do you notice? What happens when x = 2 on the graph of b?
Pre Calculus Worksheet 1. Da 1 1. The relation described b the set of points {(-,5,0,5,,8,,9 ) ( ) ( ) ( )} is NOT a function. Eplain wh. For questions - 4, use the graph at the right.. Eplain wh the graph
More informationChapter 15 Equilibrium. Reversible Reactions & Equilibrium. Reversible Reactions & Equilibrium. Reversible Reactions & Equilibrium 2/3/2014
Amount of reatant/produt //01 quilibrium in Chemial Reations Lets look bak at our hypothetial reation from the kinetis hapter. A + B C Chapter 15 quilibrium [A] Why doesn t the onentration of A ever go
More informationGraph is a parabola that opens up if a 7 0 and opens down if a 6 0. a - 2a, fa - b. 2a bb
238 CHAPTER 3 Polynomial and Rational Functions Chapter Review Things to Know Quadratic function (pp. 150 157) f12 = a 2 + b + c Graph is a parabola that opens up if a 7 0 and opens down if a 6 0. Verte:
More informationComputer Science 786S - Statistical Methods in Natural Language Processing and Data Analysis Page 1
Computer Siene 786S - Statistial Methods in Natural Language Proessing and Data Analysis Page 1 Hypothesis Testing A statistial hypothesis is a statement about the nature of the distribution of a random
More informationSingular Event Detection
Singular Event Detetion Rafael S. Garía Eletrial Engineering University of Puerto Rio at Mayagüez Rafael.Garia@ee.uprm.edu Faulty Mentor: S. Shankar Sastry Researh Supervisor: Jonathan Sprinkle Graduate
More informationChapter 2: One-dimensional Steady State Conduction
1 Chapter : One-imensional Steay State Conution.1 Eamples of One-imensional Conution Eample.1: Plate with Energy Generation an Variable Conutivity Sine k is variable it must remain insie the ifferentiation
More informationPearson Education Limited Edinburgh Gate Harlow Essex CM20 2JE England and Associated Companies throughout the world
Pearson Education Limited Edinburgh Gate Harlow Esse CM2 2JE England and Associated Companies throughout the world Visit us on the World Wide Web at: www.pearsoned.co.uk Pearson Education Limited 214 All
More informationLecture 15 (Nov. 1, 2017)
Leture 5 8.3 Quantum Theor I, Fall 07 74 Leture 5 (Nov., 07 5. Charged Partile in a Uniform Magneti Field Last time, we disussed the quantum mehanis of a harged partile moving in a uniform magneti field
More informationThe gravitational phenomena without the curved spacetime
The gravitational phenomena without the urved spaetime Mirosław J. Kubiak Abstrat: In this paper was presented a desription of the gravitational phenomena in the new medium, different than the urved spaetime,
More informationOptimal control of solar energy systems
Optimal ontrol of solar energy systems Viorel Badesu Candida Oanea Institute Polytehni University of Buharest Contents. Optimal operation - systems with water storage tanks 2. Sizing solar olletors 3.
More informationComplexity of Regularization RBF Networks
Complexity of Regularization RBF Networks Mark A Kon Department of Mathematis and Statistis Boston University Boston, MA 02215 mkon@buedu Leszek Plaskota Institute of Applied Mathematis University of Warsaw
More informationHeat exchangers: Heat exchanger types:
Heat exhangers: he proess of heat exhange between two fluids that are at different temperatures and separated by a solid wall ours in many engineering appliations. he devie used to implement this exhange
More informationEECS 120 Signals & Systems University of California, Berkeley: Fall 2005 Gastpar November 16, Solutions to Exam 2
EECS 0 Signals & Systems University of California, Berkeley: Fall 005 Gastpar November 6, 005 Solutions to Exam Last name First name SID You have hour and 45 minutes to omplete this exam. he exam is losed-book
More informationAverage Rate Speed Scaling
Average Rate Speed Saling Nikhil Bansal David P. Bunde Ho-Leung Chan Kirk Pruhs May 2, 2008 Abstrat Speed saling is a power management tehnique that involves dynamially hanging the speed of a proessor.
More informationExperiment 03: Work and Energy
MASSACHUSETTS INSTITUTE OF TECHNOLOGY Physis Department Physis 8.01 Purpose of the Experiment: Experiment 03: Work and Energy In this experiment you allow a art to roll down an inlined ramp and run into
More informationTENSOR FORM OF SPECIAL RELATIVITY
TENSOR FORM OF SPECIAL RELATIVITY We begin by realling that the fundamental priniple of Speial Relativity is that all physial laws must look the same to all inertial observers. This is easiest done by
More informationIntroduction to Exergoeconomic and Exergoenvironmental Analyses
Tehnishe Universität Berlin Introdution to Exergoeonomi and Exergoenvironmental Analyses George Tsatsaronis The Summer Course on Exergy and its Appliation for Better Environment Oshawa, Canada April, 30
More informationTo derive the other Pythagorean Identities, divide the entire equation by + = θ = sin. sinθ cosθ tanθ = 1
Syllabus Objetives: 3.3 The student will simplify trigonometri expressions and prove trigonometri identities (fundamental identities). 3.4 The student will solve trigonometri equations with and without
More informationRelative Maxima and Minima sections 4.3
Relative Maxima and Minima setions 4.3 Definition. By a ritial point of a funtion f we mean a point x 0 in the domain at whih either the derivative is zero or it does not exists. So, geometrially, one
More informationMODELLING THE POSTPEAK STRESS DISPLACEMENT RELATIONSHIP OF CONCRETE IN UNIAXIAL COMPRESSION
VIII International Conferene on Frature Mehanis of Conrete and Conrete Strutures FraMCoS-8 J.G.M. Van Mier, G. Ruiz, C. Andrade, R.C. Yu and X.X. Zhang Eds) MODELLING THE POSTPEAK STRESS DISPLACEMENT RELATIONSHIP
More informationFlexible Word Design and Graph Labeling
Flexible Word Design and Graph Labeling Ming-Yang Kao Manan Sanghi Robert Shweller Abstrat Motivated by emerging appliations for DNA ode word design, we onsider a generalization of the ode word design
More informationCalculation of Desorption Parameters for Mg/Si(111) System
e-journal of Surfae Siene and Nanotehnology 29 August 2009 e-j. Surf. Si. Nanoteh. Vol. 7 (2009) 816-820 Conferene - JSSS-8 - Calulation of Desorption Parameters for Mg/Si(111) System S. A. Dotsenko, N.
More information