MATH 3310 Class Notes 2

Size: px
Start display at page:

Download "MATH 3310 Class Notes 2"

Transcription

1 MATH 330 Class Notes 2 S. F. Ellermeyer August 2, 200 The differential equation = ky () (where k is a given constant) is extremely important in applications and in the general theory of differential equations. Since we will encounter equation () repeatedly throughout this course, we should become comfortable with its family of solutions. We can find this family of solutions by using the method of separation of variables. Solvingthedifferential equation () will be our first illustration of this method. General Solution of / = ky Our first observation about the differential equation () is that the constant function y =0is a solution. This is easily checked, for if y (t) =0for all t then = d (0) = 0 = k 0=ky. Next, we would like to find all solutions, y, of the differential equation () such that y (t) 6= 0for any t. Ify is a solution of () and y (t) 6= 0for any t, then we can divide both sides of () by y to obtain y = k. (2) Next, we integrate both sides of equation (2) with respect to the independent variable t to obtain µ y = k. (3)

2 To evaluate the indefinite integral on the left hand side of equation (3), we make the substitution u = y. This substitution implies that du =. We thus have µ y = du =ln u + A =ln y + A (4) u (where A is an arbitrary constant). Evaluation of the integral on the right hand side of equation (3) is straightforward. We obtain k= kt + B (5) (where B is an arbitrary constant). Substituting the results of equations (4) and (5) into equation (3), we obtain ln y + A = kt + B or ln y = kt +(B A). Since A and B are both arbitrary constants, we can simply set C = B A and write ln y = kt + C (6) (where C is an arbitrary constant). The only thing that remains is to solve the equation (6) for y. Totothis, we exponentiate both sides of equation (6) to obtain e ln y = e (kt+c) which gives us y = e (kt+c). Using a property of exponents, we can write the above equation as y = e C e kt or, by setting D = e C, we can simply write y = De kt. 2

3 Since C is an arbitrary constant, D = e C is an arbitrary positive constant. (Recall that e C is always positive, no matter what the sign of C.) Finally, recalling that p = q implies that p = ±q, weobtain y = ±De kt. (7) Since D is an arbitrary positive constant, we can set E = ±D and rewrite equation (7) as y = Ee kt (8) where E is an arbitrary positive or negative constant. To check that each member of the family of functions (8) is a solution of the differential equation (), we note that for y = Ee kt,wehave = d Ee kt = Eke kt = kee kt = ky. Finally,notethatifE =0, then equation (8) simply reduces to y =0,which we know is also a solution of the differential equation (). Our conclusion is that the family of solutions of the differential equation () is where C is an arbitrary constant. y = Ce kt Example Find the family of solutions of the differential equation =3y. (9) and draw a picture of some members of this family. Solution: By the work done above, the family of solutions of the differential equation (9) is y = Ce 3t (where C is an arbitrary constant). Some members of this family are pictured in Figure. Example 2 Find the family of solutions of the differential equation = 2y. (0) 3

4 4 3 y t Figure : Family of Solutions of / =3y and draw a picture of some members of this family. Solution: By the work done above, the family of solutions of the differential equation (0) is y = Ce 2t (where C is an arbitrary constant). Some members of this family are pictured in Figure y t Figure 2: Family of Solutions of / = 2y In-class Exercise : Find the family of solutions of the differential 4

5 equation =0.5y and sketch a picture of this family. In-class Exercise 2: Find the family of solutions of the differential equation = 5y and sketch a picture of this family. Remark 3 If k is a positive constant, then lim t e kt = and lim t e kt = 0. Thus,ifk>0, then the family of solutions of / = ky will be similar (qualitatively) to the family shown in Figure of Example ; whereas, if k is a negative constant, then lim t e kt =0and lim t e kt =. Thus,ifk<0, then the family of solutions of / = ky will be similar (qualitatively) to thefamilyshowninfigure2ofexample2. What about the case k =0? This question is addressed in the exercises.. Solution of Initial Value Problem / = ky, y (t 0 )= y 0 Since we know that the general solution of = ky is y = Ce kt, we can easily solve initial value problems for / = ky. Example 4 Find the solution of the initial value problem =3y y (0) = 0.5. Solution: Every solution of the differential equation / =3y has the form y = Ce 3t. In order that the initial condition y (0) = 0.5 also be satisfied, we must choose the constant C such that Ce 3 0 =0.5; i.e., we must choose C =0.5. Thus, the solution of the above initial value problem is y =0.5e 3t. This solution is pictured in Figure 3. 5

6 4 3 y t Figure 3: Solution of / =3y, y (0) = 0.5 Example 5 Find the particular solution of the differential equation = 2y that satisfies the condition y ( ) = 2. Solution: The general solution of / = 2y is y = Ce 2t. In order to satisfy the condition y ( ) = 2, we must choose C such that Ce 2( ) =2. Solving Ce 2 =2for C gives us C =2e 2. Thus, the particular solution we are seeking is y =2e 2 e 2t which can also be written (by using a property of exponents) as or as y =2e 2t 2 y =2e 2(t+). This particular solution of / = 2y is pictured in Figure 4. 6

7 4 3 y t Figure 4: Solution of / = 2y, y ( ) = 2 In-class Exercise 3: Find the solution of the initial value problem =2y y () = and sketch its graph. To be general, let us solve the initial value problem = ky () y (t 0 )=y 0 (2) where k, t 0,an 0 are given constants: The general solution of the differential equation () is y = Ce kt and satisfaction of condition (2) requires that Ce kt 0 = y 0. Solving for C gives C = y 0 e kt 0. Thus, the solution of the initial value problem (,2) is y = y 0 e kt 0 e kt 7

8 which can also be written as y = y 0 e k(t t 0). (3) Example 6 Use the formula (3) to solve the initial value problem = 2y y ( ) = 2 Solution: Using formula (3), since k = 2, t 0 =, an 0 =2,we obtain y =2e 2(t ( )) =2e 2(t+). Exercises. If k =0, then the differential equation () simply reduces to =0. (4) Find the family of solutions of this differential equation and sketch a picture of this family. 2. Suppose that k = Then it would seem that the family of solutions of the differential equation = ky (5) should resemble the family of solutions of the differential equation (4) of exercise (because k is very close to 0). On the other hand, since k>0, the family of solutions of the differential equation (5) should also resemble the family of solutions pictured in Figure (because of Remark 3). Draw a picture of the family of solutions of (5) and explain why both of the above mentioned resemblances are in fact true. 3. Suppose that k = Draw a picture of the family of solutions of = ky. 8

9 4. Find the solution of the initial value problem =4y y (0) = 2 and sketch the graph of this solution. 5. Find the solution of the initial value problem =4y y (2) = 0 and sketch the graph of this solution. 6. Find the solution of the initial value problem = 4y y () = 2 and sketch the graph of this solution. 7. Find the solution of the initial value problem =0 y (0) = 2 and sketch the graph of this solution. 8. Find the solution of the initial value problem = 3y y (2) = 2 and sketch the graph of this solution. 9

10 2 Variable Separable Differential Equations A variable separable (also called separable) differential equation is one which has the form = g (t) h (y). (6) Some examples of separable differential equations are: = t (7) = t2 y 3 (8) = t2 y t 2 + y (9) = 5y. (20) Equation (7) is a separable differential equation because we can set g (t) =t and h (y) = and observe that equation (7) has the form of equation (6). Equation (8) is separable because it has the form of equation (6) with g (t) = t 2 and h (y) = y 3. That equation (9) is separable is not as immediately obvious. We need to recognize that t 2 y t 2 + y = (t 2 +)(y ) which means that equation (9) can be written as = t 2 + (y ). This shows that equation (9) is separable with g (t) =t 2 + and h (y) =y. Finally, equation (20) is separable because it has the form of equation (6) with g (t) = 5 and h (y) =y or with g (t) =and h (y) = 5y. (Note that thechoiceofg (t) and h (y) is not unique in any of the above examples.) An example of a differential equation that is not separable is = t2 + y 3 because there is no way to write t 2 + y 3 in the form g (t) h (y). 2. Solving Separable Differential Equations The method used in solving the separable differential equation () can be attempted in trying to solve any separable differential equation. The procedure is outlined below. 0

11 Procedure for Solving Separable Differential Equations. Formally separate the variables y and t by rewriting the differential equation (6) as = g (t). (2) h (y) 2. Integrate both sides of the above equation to obtain h (y) = g (t). (22) 3. If both of the integrals in step 2 can be computed using integration techniques from calculus, then an algebraic equation in y and t is obtained. (This equation will also contain an arbitrary integration constant because the integrals are indefinite integrals.) One can then attempt to solve this algebraic equation for y and hence express y as a function of t. We now illustrate this procedure with an example. Example 7 Find the general solution of the differential equation = y 3. (23) Solution: First, we note that the differential equation (23) is separable. (It has the form of equation (6) with g (t) =and h (y) =/ (y 3). Separation of variables (step of the outlined procedure) gives us (y 3) = and integration of both sides of this equation (step 2 of the procedure) gives us (y 3) =. Both of these integrals are easily evaluated: (y 3) = 2 y2 3y + A

12 and = t + B. This gives us 2 y2 3y + A = t + B which can be written as 2 y2 3y = t + C (where C is an arbitrary constant). Now, we must solve this equation for y in terms of t (step 3 of the procedure). To do this, we rewrite the above equation as 2 y2 3y (t + C) =0, multiply both sides by 2 (in order to clear away fractions) to obtain y 2 6y (2t + D) =0 and then observe that this equation is a quadratic equation in y. Using the quadratic formula, we obtain y = 6 ± p (2t + D) 2 which can be written more simply as 8t + E y =3± 2 or even more simply as y =3± 2t + F (24) (where F is an arbitrary constant). The family of functions (24) is the general solution of the differential equation (23). Let us check, for example, that the function y =3 2t +57is a solution of the differential equation (23): Setting y =3 (2t +57) /2,weobtain = 2 (2t +57) /2 2= (2t + 57) /2 and y 3 = ³3 /2 = (2t +57) /2. (2t +57) 3 This shows that for y =3 2t +57,wehave/ =/ (y 3). 2

13 2.2 A Formal Justification of the Method of Separation of Variables In using the method of separation of variables, we treat the symbol / as though it is a fraction (in multiplying both sides of equation (6) by ). In Calculus, you learned that / denotes the derivative of the function y with respect to its independent variable t and that the symbol / is not really a fraction but a single entity. Hence, it apparently makes no sense (and is even illegal!) to multiply by. Nonetheless,theexampleswehave seen so far seem to indicate that the method of separation of variables works! Here, we show what is really going on with this method: If the function y = y (t) is a solution of the differential equation = g (t) h (y), then = g (t) h (y (t)) for all values of t in some interval. If h (y (t)) 6= 0for any values of t in this interval, we divide both sides of the above equation by h (y (t)) to obtain h (y (t)) = g (t) and then integrate both sides with respect to t to obtain µ h (y (t)) = g (t). For the integral on the left hand side of the above equation, we make the substitution and this gives us u = y du = h (u) du = g (t) 3

14 which, since u is a dummy variable, we can write as h (y) = g (t). This reasoning shows that equation (22) of the outlined procedure for solving separable differential equation is in fact correct. The preceding equation (2) in step of that procedure is just a shortcut (although not formally correct) that allows us to bypass all of the reasoning supplied in the more rigorous justification given above. Exercises. Explain why any differential equation of the form = f (t) (where the right hand side depends only on the independent variable t) isseparable. 2. Explain why any differential equation of the form = f (y) (where the right hand side depends only on the dependent variable y) is separable. 3. Which of the following differential equations are separable? (a) / =cost (b) / = p t 2 + y 2 (c) / =4 (d) / = ty + y (e) / = ty 4. Find the general solutions of the following differential equations (all of which are separable). 4

15 (a) / = ty (b) / =(y +)/ (t +) (c) / =2y + (d) / =/ (2y +) (e) / = y ( y) Hint: Note that y ( y) = y + y. 5. Find the solutions of the following initial value problems. (a) / = ty, y () = 2 (b) / =(y +)/ (t +), y (0) = 0 (c) / =2y +, y (0) = /2 (Warning: This one is easy but tricky!) (d) / =/ (2y +), y (0) = (e) / = y ( y), y (0) = /2 3 Analytic, Qualitative, and Numerical Techniques The method of separation of variables which we have been considering here is an example of an analytic technique for stuing solutions of differential equations. It involves using calculus to actually find explicit formulas for solutions. Often, it is not possible to find explicit formulas for solutions. Even for separable differential equations, it may be impossible to evaluate the integrals which are involved or impossible to solve the algebraic equations which result from the integrations. Two other approaches to stuing differential equations are the qualitative and numerical approaches. These approaches can often yield useful information about the solutions of differential equations in cases where the solutions cannot be obtained explicitly (as a formula). We will learn about qualitative and numerical approaches in what lies ahead. 5

5.6 Logarithmic and Exponential Equations

5.6 Logarithmic and Exponential Equations SECTION 5.6 Logarithmic and Exponential Equations 305 5.6 Logarithmic and Exponential Equations PREPARING FOR THIS SECTION Before getting started, review the following: Solving Equations Using a Graphing

More information

MATH 250 TOPIC 13 INTEGRATION. 13B. Constant, Sum, and Difference Rules

MATH 250 TOPIC 13 INTEGRATION. 13B. Constant, Sum, and Difference Rules Math 5 Integration Topic 3 Page MATH 5 TOPIC 3 INTEGRATION 3A. Integration of Common Functions Practice Problems 3B. Constant, Sum, and Difference Rules Practice Problems 3C. Substitution Practice Problems

More information

Algebra Performance Level Descriptors

Algebra Performance Level Descriptors Limited A student performing at the Limited Level demonstrates a minimal command of Ohio s Learning Standards for Algebra. A student at this level has an emerging ability to A student whose performance

More information

Math 5a Reading Assignments for Sections

Math 5a Reading Assignments for Sections Math 5a Reading Assignments for Sections 4.1 4.5 Due Dates for Reading Assignments Note: There will be a very short online reading quiz (WebWork) on each reading assignment due one hour before class on

More information

Logarithms Tutorial for Chemistry Students

Logarithms Tutorial for Chemistry Students 1 Logarithms 1.1 What is a logarithm? Logarithms Tutorial for Chemistry Students Logarithms are the mathematical function that is used to represent the number (y) to which a base integer (a) is raised

More information

Coordinate Systems. S. F. Ellermeyer. July 10, 2009

Coordinate Systems. S. F. Ellermeyer. July 10, 2009 Coordinate Systems S F Ellermeyer July 10, 009 These notes closely follow the presentation of the material given in David C Lay s textbook Linear Algebra and its Applications (rd edition) These notes are

More information

3 Algebraic Methods. we can differentiate both sides implicitly to obtain a differential equation involving x and y:

3 Algebraic Methods. we can differentiate both sides implicitly to obtain a differential equation involving x and y: 3 Algebraic Methods b The first appearance of the equation E Mc 2 in Einstein s handwritten notes. So far, the only general class of differential equations that we know how to solve are directly integrable

More information

Logarithmic and Exponential Equations and Change-of-Base

Logarithmic and Exponential Equations and Change-of-Base Logarithmic and Exponential Equations and Change-of-Base MATH 101 College Algebra J. Robert Buchanan Department of Mathematics Summer 2012 Objectives In this lesson we will learn to solve exponential equations

More information

Coordinate Systems. Recall that a basis for a vector space, V, is a set of vectors in V that is linearly independent and spans V.

Coordinate Systems. Recall that a basis for a vector space, V, is a set of vectors in V that is linearly independent and spans V. These notes closely follow the presentation of the material given in David C. Lay s textbook Linear Algebra and its Applications (rd edition). These notes are intended primarily for in-class presentation

More information

Exploring and Generalizing Transformations of Functions

Exploring and Generalizing Transformations of Functions Exploring and Generalizing Transformations of Functions In Algebra 1 and Algebra 2, you have studied transformations of functions. Today, you will revisit and generalize that knowledge. Goals: The goals

More information

Tropical Polynomials

Tropical Polynomials 1 Tropical Arithmetic Tropical Polynomials Los Angeles Math Circle, May 15, 2016 Bryant Mathews, Azusa Pacific University In tropical arithmetic, we define new addition and multiplication operations on

More information

Systems of Linear ODEs

Systems of Linear ODEs P a g e 1 Systems of Linear ODEs Systems of ordinary differential equations can be solved in much the same way as discrete dynamical systems if the differential equations are linear. We will focus here

More information

Rewriting Absolute Value Functions as Piece-wise Defined Functions

Rewriting Absolute Value Functions as Piece-wise Defined Functions Rewriting Absolute Value Functions as Piece-wise Defined Functions Consider the absolute value function f ( x) = 2x+ 4-3. Sketch the graph of f(x) using the strategies learned in Algebra II finding the

More information

p324 Section 5.2: The Natural Logarithmic Function: Integration

p324 Section 5.2: The Natural Logarithmic Function: Integration p324 Section 5.2: The Natural Logarithmic Function: Integration Theorem 5.5: Log Rule for Integration Let u be a differentiable function of x 1. 2. Example 1: Using the Log Rule for Integration ** Note:

More information

MAT 1320 Study Sheet for the final exam. Format. Topics

MAT 1320 Study Sheet for the final exam. Format. Topics MAT 1320 Study Sheet for the final exam August 2015 Format The exam consists of 10 Multiple Choice questions worth 1 point each, and 5 Long Answer questions worth 30 points in total. Please make sure that

More information

Mathematics. Algebra Course Syllabus

Mathematics. Algebra Course Syllabus Prerequisites: Successful completion of Math 8 or Foundations for Algebra Credits: 1.0 Math, Merit Mathematics Algebra 1 2018 2019 Course Syllabus Algebra I formalizes and extends the mathematics students

More information

Solutions to Exam 1, Math Solution. Because f(x) is one-to-one, we know the inverse function exists. Recall that (f 1 ) (a) =

Solutions to Exam 1, Math Solution. Because f(x) is one-to-one, we know the inverse function exists. Recall that (f 1 ) (a) = Solutions to Exam, Math 56 The function f(x) e x + x 3 + x is one-to-one (there is no need to check this) What is (f ) ( + e )? Solution Because f(x) is one-to-one, we know the inverse function exists

More information

Higher-Order Equations: Extending First-Order Concepts

Higher-Order Equations: Extending First-Order Concepts 11 Higher-Order Equations: Extending First-Order Concepts Let us switch our attention from first-order differential equations to differential equations of order two or higher. Our main interest will be

More information

August 27, Review of Algebra & Logic. Charles Delman. The Language and Logic of Mathematics. The Real Number System. Relations and Functions

August 27, Review of Algebra & Logic. Charles Delman. The Language and Logic of Mathematics. The Real Number System. Relations and Functions and of August 27, 2015 and of 1 and of 2 3 4 You Must Make al Connections and of Understanding higher mathematics requires making logical connections between ideas. Please take heed now! You cannot learn

More information

Stephen F Austin. Exponents and Logarithms. chapter 3

Stephen F Austin. Exponents and Logarithms. chapter 3 chapter 3 Starry Night was painted by Vincent Van Gogh in 1889. The brightness of a star as seen from Earth is measured using a logarithmic scale. Exponents and Logarithms This chapter focuses on understanding

More information

MATH 250 TOPIC 11 LIMITS. A. Basic Idea of a Limit and Limit Laws. Answers to Exercises and Problems

MATH 250 TOPIC 11 LIMITS. A. Basic Idea of a Limit and Limit Laws. Answers to Exercises and Problems Math 5 T-Limits Page MATH 5 TOPIC LIMITS A. Basic Idea of a Limit and Limit Laws B. Limits of the form,, C. Limits as or as D. Summary for Evaluating Limits Answers to Eercises and Problems Math 5 T-Limits

More information

Section 6-1 Antiderivatives and Indefinite Integrals

Section 6-1 Antiderivatives and Indefinite Integrals Name Date Class Section 6- Antiderivatives and Indefinite Integrals Goal: To find antiderivatives and indefinite integrals of functions using the formulas and properties Theorem Antiderivatives If the

More information

Wed Feb The vector spaces 2, 3, n. Announcements: Warm-up Exercise:

Wed Feb The vector spaces 2, 3, n. Announcements: Warm-up Exercise: Wed Feb 2 4-42 The vector spaces 2, 3, n Announcements: Warm-up Exercise: 4-42 The vector space m and its subspaces; concepts related to "linear combinations of vectors" Geometric interpretation of vectors

More information

0.1 Solution by Inspection

0.1 Solution by Inspection 1 Modeling with Differential Equations: Introduction to the Issues c 2002 Donald Kreider and Dwight Lahr A differential equation is an equation involving derivatives and functions. In the last section,

More information

Finish section 3.6 on Determinants and connections to matrix inverses. Use last week's notes. Then if we have time on Tuesday, begin:

Finish section 3.6 on Determinants and connections to matrix inverses. Use last week's notes. Then if we have time on Tuesday, begin: Math 225-4 Week 7 notes Sections 4-43 vector space concepts Tues Feb 2 Finish section 36 on Determinants and connections to matrix inverses Use last week's notes Then if we have time on Tuesday, begin

More information

Sample Questions, Exam 1 Math 244 Spring 2007

Sample Questions, Exam 1 Math 244 Spring 2007 Sample Questions, Exam Math 244 Spring 2007 Remember, on the exam you may use a calculator, but NOT one that can perform symbolic manipulation (remembering derivative and integral formulas are a part of

More information

Section 6-1 Antiderivatives and Indefinite Integrals

Section 6-1 Antiderivatives and Indefinite Integrals Name Date Class Section 6-1 Antiderivatives and Indefinite Integrals Goal: To find antiderivatives and indefinite integrals of functions using the formulas and properties Theorem 1 Antiderivatives If the

More information

Find all of the real numbers x that satisfy the algebraic equation:

Find all of the real numbers x that satisfy the algebraic equation: Appendix C: Factoring Algebraic Expressions Factoring algebraic equations is the reverse of expanding algebraic expressions discussed in Appendix B. Factoring algebraic equations can be a great help when

More information

JUST THE MATHS UNIT NUMBER 1.6. ALGEBRA 6 (Formulae and algebraic equations) A.J.Hobson

JUST THE MATHS UNIT NUMBER 1.6. ALGEBRA 6 (Formulae and algebraic equations) A.J.Hobson JUST THE MATHS UNIT NUMBER 1.6 ALGEBRA 6 (Formulae and algebraic equations) by A.J.Hobson 1.6.1 Transposition of formulae 1.6. of linear equations 1.6.3 of quadratic equations 1.6. Exercises 1.6.5 Answers

More information

Calculus with business applications, Lehigh U, Lecture 03 notes Summer

Calculus with business applications, Lehigh U, Lecture 03 notes Summer Calculus with business applications, Lehigh U, Lecture 03 notes Summer 01 1 Lines and quadratics 1. Polynomials, functions in which each term is a positive integer power of the independent variable include

More information

AP Calculus Chapter 9: Infinite Series

AP Calculus Chapter 9: Infinite Series AP Calculus Chapter 9: Infinite Series 9. Sequences a, a 2, a 3, a 4, a 5,... Sequence: A function whose domain is the set of positive integers n = 2 3 4 a n = a a 2 a 3 a 4 terms of the sequence Begin

More information

Math 180 Written Homework Assignment #10 Due Tuesday, December 2nd at the beginning of your discussion class.

Math 180 Written Homework Assignment #10 Due Tuesday, December 2nd at the beginning of your discussion class. Math 18 Written Homework Assignment #1 Due Tuesday, December 2nd at the beginning of your discussion class. Directions. You are welcome to work on the following problems with other MATH 18 students, but

More information

Geology Geomathematics. An introduction to differential calculus. tom.h.wilson

Geology Geomathematics. An introduction to differential calculus. tom.h.wilson Geology 351 - Geomathematics An introduction to differential calculus tom.h.wilson tom.wilson@mail.wvu.edu Dept. Geology and Geography West Virginia University Developing basic concepts and learning some

More information

Algebra 1. Mathematics Course Syllabus

Algebra 1. Mathematics Course Syllabus Mathematics Algebra 1 2017 2018 Course Syllabus Prerequisites: Successful completion of Math 8 or Foundations for Algebra Credits: 1.0 Math, Merit The fundamental purpose of this course is to formalize

More information

c n (x a) n c 0 c 1 (x a) c 2 (x a) 2...

c n (x a) n c 0 c 1 (x a) c 2 (x a) 2... 3 CHAPTER 6 SERIES SOLUTIONS OF LINEAR EQUATIONS 6. REVIEW OF POWER SERIES REVIEW MATERIAL Infinite series of constants, p-series, harmonic series, alternating harmonic series, geometric series, tests

More information

The total differential

The total differential The total differential The total differential of the function of two variables The total differential gives the full information about rates of change of the function in the -direction and in the -direction.

More information

Distributive property and its connection to areas

Distributive property and its connection to areas February 27, 2009 Distributive property and its connection to areas page 1 Distributive property and its connection to areas Recap: distributive property The distributive property says that when you multiply

More information

a x a y = a x+y a x a = y ax y (a x ) r = a rx and log a (xy) = log a (x) + log a (y) log a ( x y ) = log a(x) log a (y) log a (x r ) = r log a (x).

a x a y = a x+y a x a = y ax y (a x ) r = a rx and log a (xy) = log a (x) + log a (y) log a ( x y ) = log a(x) log a (y) log a (x r ) = r log a (x). You should prepare the following topics for our final exam. () Pre-calculus. (2) Inverses. (3) Algebra of Limits. (4) Derivative Formulas and Rules. (5) Graphing Techniques. (6) Optimization (Maxima and

More information

1.1. Bacteria Reproduce like Rabbits. (a) A differential equation is an equation. a function, and both the function and its

1.1. Bacteria Reproduce like Rabbits. (a) A differential equation is an equation. a function, and both the function and its G NAGY ODE January 7, 2018 1 11 Bacteria Reproduce like Rabbits Section Objective(s): Overview of Differential Equations The Discrete Equation The Continuum Equation Summary and Consistency 111 Overview

More information

Integrated Math II Performance Level Descriptors

Integrated Math II Performance Level Descriptors Limited Integrated Math II Performance Level Descriptors A student performing at the Limited Level demonstrates a minimal command of Ohio s Learning Standards for Integrated Math II. A student at this

More information

The integral test and estimates of sums

The integral test and estimates of sums The integral test Suppose f is a continuous, positive, decreasing function on [, ) and let a n = f (n). Then the series n= a n is convergent if and only if the improper integral f (x)dx is convergent.

More information

What students need to know for PRE-CALCULUS Students expecting to take Pre-Calculus should demonstrate the ability to:

What students need to know for PRE-CALCULUS Students expecting to take Pre-Calculus should demonstrate the ability to: What students need to know for PRE-CALCULUS 2014-2015 Students expecting to take Pre-Calculus should demonstrate the ability to: General: keep an organized notebook take good notes complete homework every

More information

Example 1: What do you know about the graph of the function

Example 1: What do you know about the graph of the function Section 1.5 Analyzing of Functions In this section, we ll look briefly at four types of functions: polynomial functions, rational functions, eponential functions and logarithmic functions. Eample 1: What

More information

WEEK 7 NOTES AND EXERCISES

WEEK 7 NOTES AND EXERCISES WEEK 7 NOTES AND EXERCISES RATES OF CHANGE (STRAIGHT LINES) Rates of change are very important in mathematics. Take for example the speed of a car. It is a measure of how far the car travels over a certain

More information

Secondary Math 2H Unit 3 Notes: Factoring and Solving Quadratics

Secondary Math 2H Unit 3 Notes: Factoring and Solving Quadratics Secondary Math H Unit 3 Notes: Factoring and Solving Quadratics 3.1 Factoring out the Greatest Common Factor (GCF) Factoring: The reverse of multiplying. It means figuring out what you would multiply together

More information

Bridge to Algebra II Standards for Mathematical Practice

Bridge to Algebra II Standards for Mathematical Practice Bridge to Algebra II Standards for Mathematical Practice The Standards for Mathematical Practices are to be interwoven and should be addressed throughout the year in as many different units and tasks as

More information

MATH 1207 R02 MIDTERM EXAM 2 SOLUTION

MATH 1207 R02 MIDTERM EXAM 2 SOLUTION MATH 7 R MIDTERM EXAM SOLUTION FALL 6 - MOON Name: Write your answer neatly and show steps. Except calculators, any electronic devices including laptops and cell phones are not allowed. () (5 pts) Find

More information

A quadratic expression is a mathematical expression that can be written in the form 2

A quadratic expression is a mathematical expression that can be written in the form 2 118 CHAPTER Algebra.6 FACTORING AND THE QUADRATIC EQUATION Textbook Reference Section 5. CLAST OBJECTIVES Factor a quadratic expression Find the roots of a quadratic equation A quadratic expression is

More information

Prentice Hall Algebra 1, Foundations Series 2011 Correlated to: Washington Mathematics Standards, Algebra 1 (2008)

Prentice Hall Algebra 1, Foundations Series 2011 Correlated to: Washington Mathematics Standards, Algebra 1 (2008) Algebra 1 A1.1. Core Content: Solving problems (Algebra) Students learn to solve many new types of problems in Algebra 1, and this first core content area highlights the types of problems students will

More information

2.1 Differential Equations and Solutions. Blerina Xhabli

2.1 Differential Equations and Solutions. Blerina Xhabli 2.1 Math 3331 Differential Equations 2.1 Differential Equations and Solutions Blerina Xhabli Department of Mathematics, University of Houston blerina@math.uh.edu math.uh.edu/ blerina/teaching.html Blerina

More information

dx. Ans: y = tan x + x2 + 5x + C

dx. Ans: y = tan x + x2 + 5x + C Chapter 7 Differential Equations and Mathematical Modeling If you know one value of a function, and the rate of change (derivative) of the function, then yu can figure out many things about the function.

More information

Math 155 Prerequisite Review Handout

Math 155 Prerequisite Review Handout Math 155 Prerequisite Review Handout August 23, 2010 Contents 1 Basic Mathematical Operations 2 1.1 Examples...................................... 2 1.2 Exercises.......................................

More information

MATH 408N PRACTICE MIDTERM 1

MATH 408N PRACTICE MIDTERM 1 02/0/202 Bormashenko MATH 408N PRACTICE MIDTERM Show your work for all the problems. Good luck! () (a) [5 pts] Solve for x if 2 x+ = 4 x Name: TA session: Writing everything as a power of 2, 2 x+ = (2

More information

Separable First-Order Equations

Separable First-Order Equations 4 Separable First-Order Equations As we will see below, the notion of a differential equation being separable is a natural generalization of the notion of a first-order differential equation being directly

More information

7 TRIGONOMETRIC IDENTITIES AND EQUATIONS

7 TRIGONOMETRIC IDENTITIES AND EQUATIONS Chapter 7 Trigonometric Identities and Equations 891 7 TRIGONOMETRIC IDENTITIES AND EQUATIONS Figure 7.1 A sine wave models disturbance. (credit: modification of work by Mikael Altemark, Flickr). 7.1 Solving

More information

Math 122 Fall Handout 11: Summary of Euler s Method, Slope Fields and Symbolic Solutions of Differential Equations

Math 122 Fall Handout 11: Summary of Euler s Method, Slope Fields and Symbolic Solutions of Differential Equations 1 Math 122 Fall 2008 Handout 11: Summary of Euler s Method, Slope Fields and Symbolic Solutions of Differential Equations The purpose of this handout is to review the techniques that you will learn for

More information

Algebra II Chapter 5: Polynomials and Polynomial Functions Part 1

Algebra II Chapter 5: Polynomials and Polynomial Functions Part 1 Algebra II Chapter 5: Polynomials and Polynomial Functions Part 1 Chapter 5 Lesson 1 Use Properties of Exponents Vocabulary Learn these! Love these! Know these! 1 Example 1: Evaluate Numerical Expressions

More information

Math 142 (Summer 2018) Business Calculus 6.1 Notes

Math 142 (Summer 2018) Business Calculus 6.1 Notes Math 142 (Summer 2018) Business Calculus 6.1 Notes Antiderivatives Why? So far in the course we have studied derivatives. Differentiation is the process of going from a function f to its derivative f.

More information

Math Week 1 notes

Math Week 1 notes Math 2280-001 Week 1 notes We will not necessarily finish the material from a given day's notes on that day. We may also add or subtract some material as the week progresses, but these notes represent

More information

Calculus II Lecture Notes

Calculus II Lecture Notes Calculus II Lecture Notes David M. McClendon Department of Mathematics Ferris State University 206 edition Contents Contents 2 Review of Calculus I 5. Limits..................................... 7.2 Derivatives...................................3

More information

Topic 5 Notes Jeremy Orloff. 5 Homogeneous, linear, constant coefficient differential equations

Topic 5 Notes Jeremy Orloff. 5 Homogeneous, linear, constant coefficient differential equations Topic 5 Notes Jeremy Orloff 5 Homogeneous, linear, constant coefficient differential equations 5.1 Goals 1. Be able to solve homogeneous constant coefficient linear differential equations using the method

More information

Worksheet Week 1 Review of Chapter 5, from Definition of integral to Substitution method

Worksheet Week 1 Review of Chapter 5, from Definition of integral to Substitution method Worksheet Week Review of Chapter 5, from Definition of integral to Substitution method This worksheet is for improvement of your mathematical writing skill. Writing using correct mathematical expressions

More information

Name Class Date. t = = 10m. n + 19 = = 2f + 9

Name Class Date. t = = 10m. n + 19 = = 2f + 9 1-4 Reteaching Solving Equations To solve an equation that contains a variable, find all of the values of the variable that make the equation true. Use the equality properties of real numbers and inverse

More information

Solve Quadratic Equations by Using the Quadratic Formula. Return to Table of Contents

Solve Quadratic Equations by Using the Quadratic Formula. Return to Table of Contents Solve Quadratic Equations by Using the Quadratic Formula Return to Table of Contents 128 Solving Quadratics At this point you have learned how to solve quadratic equations by: graphing factoring using

More information

BUILT YOU. ACT Pathway. for

BUILT YOU. ACT Pathway. for BUILT for YOU 2016 2017 Think Through Math s is built to equip students with the skills and conceptual understandings of high school level mathematics necessary for success in college. This pathway progresses

More information

Disclaimer: This Final Exam Study Guide is meant to help you start studying. It is not necessarily a complete list of everything you need to know.

Disclaimer: This Final Exam Study Guide is meant to help you start studying. It is not necessarily a complete list of everything you need to know. Disclaimer: This is meant to help you start studying. It is not necessarily a complete list of everything you need to know. The MTH 132 final exam mainly consists of standard response questions where students

More information

9.4 Vector and Scalar Fields; Derivatives

9.4 Vector and Scalar Fields; Derivatives 9.4 Vector and Scalar Fields; Derivatives Vector fields A vector field v is a vector-valued function defined on some domain of R 2 or R 3. Thus if D is a subset of R 3, a vector field v with domain D associates

More information

7.1 Indefinite Integrals Calculus

7.1 Indefinite Integrals Calculus 7.1 Indefinite Integrals Calculus Learning Objectives A student will be able to: Find antiderivatives of functions. Represent antiderivatives. Interpret the constant of integration graphically. Solve differential

More information

Applications of Exponential Functions Group Activity 7 STEM Project Week #10

Applications of Exponential Functions Group Activity 7 STEM Project Week #10 Applications of Exponential Functions Group Activity 7 STEM Project Week #10 In the last activity we looked at exponential functions. We looked at an example of a population growing at a certain rate.

More information

1 Implicit Differentiation

1 Implicit Differentiation 1 Implicit Differentiation In logarithmic differentiation, we begin with an equation y = f(x) and then take the logarithm of both sides to get ln y = ln f(x). In this equation, y is not explicitly expressed

More information

Chapter 6: Messy Integrals

Chapter 6: Messy Integrals Chapter 6: Messy Integrals Review: Solve the following integrals x 4 sec x tan x 0 0 Find the average value of 3 1 x 3 3 Evaluate 4 3 3 ( x 1), then find the area of ( x 1) 4 Section 6.1: Slope Fields

More information

MTH 3311 Test #2 Solutions

MTH 3311 Test #2 Solutions Pat Rossi MTH 3311 Test #2 Solutions S 2018 Name Directions: Do two of the three exercises. 1. A paratrooper and parachute weigh 160 lb. At the instant the parachute opens, she is traveling vertically

More information

! 1.1 Definitions and Terminology

! 1.1 Definitions and Terminology ! 1.1 Definitions and Terminology 1. Introduction: At times, mathematics aims to describe a physical phenomenon (take the population of bacteria in a petri dish for example). We want to find a function

More information

MATH 1325 Business Calculus Guided Notes

MATH 1325 Business Calculus Guided Notes MATH 135 Business Calculus Guided Notes LSC North Harris By Isabella Fisher Section.1 Functions and Theirs Graphs A is a rule that assigns to each element in one and only one element in. Set A Set B Set

More information

Continuing Quadratic/Polynomial Real-World Problems

Continuing Quadratic/Polynomial Real-World Problems Algebra 1, Quarter 3, Unit 3.1 Continuing Quadratic/Polynomial Real-World Problems Overview Number of instructional days: 15 (1 day = 45 60 minutes) Content to be learned Understand closed operations.

More information

Math-2. Lesson 1-2 Solving Single-Unknown Linear Equations

Math-2. Lesson 1-2 Solving Single-Unknown Linear Equations Math-2 Lesson 1-2 Solving Single-Unknown Linear Equations Linear Equation: an equation where all of the letters (either variables or unknown values) have NO EXPONENTS. 4x 2 = 6 2x + 3y = 6 Previous Vocabulary

More information

a factors The exponential 0 is a special case. If b is any nonzero real number, then

a factors The exponential 0 is a special case. If b is any nonzero real number, then 0.1 Exponents The expression x a is an exponential expression with base x and exponent a. If the exponent a is a positive integer, then the expression is simply notation that counts how many times the

More information

8.5 Taylor Polynomials and Taylor Series

8.5 Taylor Polynomials and Taylor Series 8.5. TAYLOR POLYNOMIALS AND TAYLOR SERIES 50 8.5 Taylor Polynomials and Taylor Series Motivating Questions In this section, we strive to understand the ideas generated by the following important questions:

More information

Grade 8 Mathematics Performance Level Descriptors

Grade 8 Mathematics Performance Level Descriptors Limited A student performing at the Limited Level demonstrates a minimal command of Ohio s Learning Standards for Grade 8 Mathematics. A student at this level has an emerging ability to formulate and reason

More information

Mathematics 256 a course in differential equations for engineering students

Mathematics 256 a course in differential equations for engineering students Mathematics 256 a course in differential equations for engineering students Chapter 1. How things cool off One physical system in which many important phenomena occur is that where an initial uneven temperature

More information

Math RE - Calculus II Antiderivatives and the Indefinite Integral Page 1 of 5

Math RE - Calculus II Antiderivatives and the Indefinite Integral Page 1 of 5 Math 201-203-RE - Calculus II Antiderivatives and the Indefinite Integral Page 1 of 5 What is the Antiderivative? In a derivative problem, a function f(x) is given and you find the derivative f (x) using

More information

Algebra and Trigonometry 2006 (Foerster) Correlated to: Washington Mathematics Standards, Algebra 2 (2008)

Algebra and Trigonometry 2006 (Foerster) Correlated to: Washington Mathematics Standards, Algebra 2 (2008) A2.1. Core Content: Solving problems The first core content area highlights the type of problems students will be able to solve by the end of, as they extend their ability to solve problems with additional

More information

Solving Quadratic Equations

Solving Quadratic Equations Solving Quadratic Equations MATH 101 College Algebra J. Robert Buchanan Department of Mathematics Summer 2012 Objectives In this lesson we will learn to: solve quadratic equations by factoring, solve quadratic

More information

5.2 Infinite Series Brian E. Veitch

5.2 Infinite Series Brian E. Veitch 5. Infinite Series Since many quantities show up that cannot be computed exactly, we need some way of representing it (or approximating it). One way is to sum an infinite series. Recall that a n is the

More information

Exploring Graphs of Polynomial Functions

Exploring Graphs of Polynomial Functions Name Period Exploring Graphs of Polynomial Functions Instructions: You will be responsible for completing this packet by the end of the period. You will have to read instructions for this activity. Please

More information

Math 31S. Rumbos Fall Solutions to Exam 1

Math 31S. Rumbos Fall Solutions to Exam 1 Math 31S. Rumbos Fall 2011 1 Solutions to Exam 1 1. When people smoke, carbon monoxide is released into the air. Suppose that in a room of volume 60 m 3, air containing 5% carbon monoxide is introduced

More information

Lecture 7 - Separable Equations

Lecture 7 - Separable Equations Lecture 7 - Separable Equations Separable equations is a very special type of differential equations where you can separate the terms involving only y on one side of the equation and terms involving only

More information

Foundations of Math II Unit 5: Solving Equations

Foundations of Math II Unit 5: Solving Equations Foundations of Math II Unit 5: Solving Equations Academics High School Mathematics 5.1 Warm Up Solving Linear Equations Using Graphing, Tables, and Algebraic Properties On the graph below, graph the following

More information

CHAPTER 7: TECHNIQUES OF INTEGRATION

CHAPTER 7: TECHNIQUES OF INTEGRATION CHAPTER 7: TECHNIQUES OF INTEGRATION DAVID GLICKENSTEIN. Introduction This semester we will be looking deep into the recesses of calculus. Some of the main topics will be: Integration: we will learn how

More information

Composition of Functions

Composition of Functions Math 120 Intermediate Algebra Sec 9.1: Composite and Inverse Functions Composition of Functions The composite function f g, the composition of f and g, is defined as (f g)(x) = f(g(x)). Recall that a function

More information

8 th Grade Essential Learnings

8 th Grade Essential Learnings 8 th Grade Essential Learnings Subject: Math Grade/Course: 8 th Grade AG1 EL # Ex 1 Essential Learning Benchmark (framed by Standard) Learning Goal Topic (Report Card) NCTM Focal Points (Grade Level and/or

More information

PARTIAL FRACTIONS: AN INTEGRATIONIST PERSPECTIVE

PARTIAL FRACTIONS: AN INTEGRATIONIST PERSPECTIVE PARTIAL FRACTIONS: AN INTEGRATIONIST PERSPECTIVE MATH 153, SECTION 55 (VIPUL NAIK) Corresponding material in the book: Section 8.5. What students should already know: The integrals for 1/x, 1/(x 2 + 1),

More information

Practical Algebra. A Step-by-step Approach. Brought to you by Softmath, producers of Algebrator Software

Practical Algebra. A Step-by-step Approach. Brought to you by Softmath, producers of Algebrator Software Practical Algebra A Step-by-step Approach Brought to you by Softmath, producers of Algebrator Software 2 Algebra e-book Table of Contents Chapter 1 Algebraic expressions 5 1 Collecting... like terms 5

More information

Sequences and infinite series

Sequences and infinite series Sequences and infinite series D. DeTurck University of Pennsylvania March 29, 208 D. DeTurck Math 04 002 208A: Sequence and series / 54 Sequences The lists of numbers you generate using a numerical method

More information

3.9 Derivatives of Exponential and Logarithmic Functions

3.9 Derivatives of Exponential and Logarithmic Functions 322 Chapter 3 Derivatives 3.9 Derivatives of Exponential and Logarithmic Functions Learning Objectives 3.9.1 Find the derivative of exponential functions. 3.9.2 Find the derivative of logarithmic functions.

More information

2. Limits at Infinity

2. Limits at Infinity 2 Limits at Infinity To understand sequences and series fully, we will need to have a better understanding of its at infinity We begin with a few examples to motivate our discussion EXAMPLE 1 Find SOLUTION

More information

A population is modeled by the differential equation

A population is modeled by the differential equation Math 2, Winter 2016 Weekly Homework #8 Solutions 9.1.9. A population is modeled by the differential equation dt = 1.2 P 1 P ). 4200 a) For what values of P is the population increasing? P is increasing

More information

Sequences and the Binomial Theorem

Sequences and the Binomial Theorem Chapter 9 Sequences and the Binomial Theorem 9. Sequences When we first introduced a function as a special type of relation in Section.3, we did not put any restrictions on the domain of the function.

More information

Ordinary Differential Equations (ODEs)

Ordinary Differential Equations (ODEs) Chapter 13 Ordinary Differential Equations (ODEs) We briefly review how to solve some of the most standard ODEs. 13.1 First Order Equations 13.1.1 Separable Equations A first-order ordinary differential

More information

4.4 Solving Initial Value Problems

4.4 Solving Initial Value Problems 4.4. SOLVING INITIAL VALUE PROBLEMS 4.4 Solving Initial Value Problems 4.4. Description of the Method and Examples In the introduction of the previous section, we used an example to show how the Laplace

More information