8 สมการเช งอน พ นธ และ การประย กต

Size: px
Start display at page:

Download "8 สมการเช งอน พ นธ และ การประย กต"

Transcription

1 General Mathematics General Mathematics For the students from Pharmaceutical Faculty 1/2004 Instructor: Dr Wattana Toutip (ดร.ว ฒนา เถาว ท พย ) 8 สมการเช งอน พ นธ และ การประย กต (Differential Equation andapplications) Overview: This chapter shows how to solve the first ordered differential equations. Some applications will be discussed in the last section of the chapter. 8.1 First Ordered Differential Equations Definition An equation containing the derivatives or differential of one dependent variable with respect to one independent variable is said to be an ordinary differential equation. For eample, 2y 3 d (1.1) 2 d y 3 y 0 2 d d (1.2) ( y) d 2 3 (1.3) y y 4 (1.4) y y 3 (1.5) The order of the highest derivative in a differential equation is called the order of the equation. For eample, Equation (1.1), (1.3) and (1.4) is the first order differential equations. Equation (1.2) and (1.5) are the second order differential equations. In this course, we discuss only the first order differential equations.

2 General Mathematics 2 Eample 1. Show that y 3e is a solution of the initial value problem y y 0 Eample 2. Show that the following functions,, 1. y 3e 2. y 4e 3. y Ce are solutions of the differential equation y y 0 A solution of a differential equation that contains arbitrary constant is called the general solution. A solution that is free of arbitrary constant is called the particular solution. For eamples, from Eample 2, y Ce is the general solution. y 3e and y 4e are the particular solutions.

3 General Mathematics 3 We are often interested in solving the first-order differential equation f (, y) d (1.6) subject to the condition y( 0) y0, where 0 is a number in an interval. The problem Solve : f (, y) d (1.7) Subject to : y( 0) y0 is called an Initial Value Problem. The condition is known as Initial condition. Eample 4. Show that y 3e is a particular solution of the initial value problem y y, and y(0) Eample 5. Show that y C is a general solution of the differential equation 2yy How to find solutions of the given differential equations. We are going to discuss this problem in the following sections.

4 General Mathematics Variable Separable Equations We begin our stu of the method of solving first-order differential equations with the simplest of all differential equations. If f( ) is a given continuous function, then the first-order differential equation f( ) d (1.8) can be solved by integration. The solution of (1.8) is y f ( ) d C. Eample 6. Solve 2 1 2e d. Eample 7. Solve sin d. Definition A differential equation of the form f ( ) d g( y) is said to be separable or to have separable variables. We can see that if y h( ), then g( h( )) d( h( )) f ( ) d g( h( )) h ( ) d f ( ) d g y f d g( h( )) h ( ) d f ( ) d Therefore, ( ) ( )

5 General Mathematics 5 Eample 8. Solve d y. 1 Eample 9. Solve d. y y Eample 10. Solve e sin d y 0.

6 General Mathematics Homogeneous Equations First, we need the definition of homogeneous functions. Definition If f ( t, ty) t n f (, y) for some real number n, then f (, y) is said to be a homogeneous function of degree n. For eamples, Eample 11. Verify that the following functions are homogeneous or not. 2 a) f (, y) y 3 b) c) f y y 2 2 (, ) 3 4 f (, y) y 3 2 We can see from Eample 11 that f (, y ) will be a homogeneous function if the total degrees of each term are the same. For eamples, a) b) c) f (, y) 6y 3 y is homogeneous of degree 5. f (, y) 6y 3 y is not homogeneous. f (, y) 6y 3 y is not homogeneous.

7 General Mathematics 7 Note that if f (, y ) is a homogeneous function of degree n, then we can write y n f (, y) f (1, u), where y u or u and f (, y) y n f ( v,1), where vy or v. y Eample 12. Given f (, y) 2y y 2 2. Write (, ) n f (, y) f (1, u), where y u or f y in the form y u Method for solution using homogeneous function An equation of the form M(, y) d N(, y) 0, (1.9) where M (, y ) and N(, y) are the same degree homogeneity, can be u or vy reduced to separable variable by substitution y follow: If y u, then ud du. Substituting in (1.9) we obtain (for y u ) as n n M(1, u) d N(1, u)( ud du) 0 (1.10) or M(1, u) d N(1, u)( ud du) 0 (1.11)

8 General Mathematics 8 which gives d (1, ) N u du M (1, u) un(1, u) 0 (1.12) We can see that Equation (1.12) is in the form of separable variables between and the new one u, and can be solved by that method. Eample 13. Solve ( y ) d ( y) 0 Eample 14. Solve yd ( y ) 0

9 General Mathematics The First Ordered Linear Differential Equations The first order differential equation of the form a( ) b( ) y c( ) d where a ( ) 0, is called first order linear differential equation. For eamples 2 2y d 2 3y 4 d, etc. How to solve the linear differential equations

10 General Mathematics 10 Summary of the method 1. Make the equation in the form p( ) y f ( ) d p( ) d 2. Find the integrating factor e 3. Multiply the equation by the integrating factor 4. Rearrange the equation in the form d p( ) d p( ) d [ ye ] f ( ) e d 5. Integrate both side of the equation in step 4. Eample 15. Solve 3y 0 d Eample 16. Solve d 6 4y e

11 General Mathematics 11 Eample 17. Solve y 2 d, subject to y(1) 0. Eample 18. Solve 2y d, subject to y(0) 3.

12 General Mathematics Applications of Differential Equations I. Growth and Decay II. Cooling and Chemical Miture Growth and Decay Problems occur in physical theories involving either growth and decay. For eample, in biology it is often observed that the rate at which bacteria grow is proportional to the number of bacteria present. Suppose that at the time t the number of bacteria is N(t). Since the rate of growth is proportional to the number of bacteria, then we have the equation d( N( t)) dt k, (1.13) Nt () for some constant k. We can see that Equation (1.13) is a first order linear differential equation as d( N( t)) dt k. N( t) (1.14) We can solve Equation (1.14) as discussed in the previous section.

13 General Mathematics 13 Eample 1. A culture initially has N0 of bacterial. At time t 1 hour the 3 number of bacterial is measured to be 0 2 N. If the rate of growth is proportional to the number of bacteria present, determine the time for the number of bacterial to be triple.

14 General Mathematics 14 Eample 2. Suppose that the half-life of the radioactive C-14 is 1 approimately 5600 years. A bone is found to contain the original 1000 amount of C-14. Determine the age of the fossil.

15 General Mathematics 15 Cooling and Chemical Miture Newton s law of cooling states that the rate at which the temperature Ttchange () in a cooling bo is proportional to the difference between the temperature in the bo and the constant temperature T 0 of the surrounding medium that is d( T( t)) k( T( t) T0 ) (1.15) dt where k is a constant of proportionality. Eample 3. When the cake is removed from a baking oven, its temperature is measured at 300 F. Three minutes later its temperature is 200 F. How long will it take to cool off to the temperature 80 F if a room temperature is 70 F?

16 General Mathematics 16 The miing of two fluids sometimes gives rise to a linear first order differential equation. In the net eample, we consider the miture of two salt solutions of different concentrations. Eample 4. Initially 50 pounds of salt is dissolved in a large tank holding 300 gallons of water. A brine solution is pumped into the tank at a rate of 3 gallons per minute, and the well-stirred solution is then pumped out at the same rate. If the concentration of the solution entering is 2 pounds per gallon, determine the amount of salt in the tank at any time. How much salt is present after along time?

SPS Mathematical Methods Lecture #7 - Applications of First-order Differential Equations

SPS Mathematical Methods Lecture #7 - Applications of First-order Differential Equations 1. Linear Models SPS 2281 - Mathematical Methods Lecture #7 - Applications of First-order Differential Equations (a) Growth and Decay (b) Half-life of Radioactive (c) Carbon Dating (d) Newton s Law of

More information

Chapters 8.1 & 8.2 Practice Problems

Chapters 8.1 & 8.2 Practice Problems EXPECTED SKILLS: Chapters 8.1 & 8. Practice Problems Be able to verify that a given function is a solution to a differential equation. Given a description in words of how some quantity changes in time

More information

Drill Exercise Differential equations by abhijit kumar jha DRILL EXERCISE - 1 DRILL EXERCISE - 2. e x, where c 1

Drill Exercise Differential equations by abhijit kumar jha DRILL EXERCISE - 1 DRILL EXERCISE - 2. e x, where c 1 DRILL EXERCISE -. Find the order and degree (if defined) of the differential equation 5 4 3 d y d y. Find the order and degree (if defined) of the differential equation n. 3. Find the order and degree

More information

8.a: Integrating Factors in Differential Equations. y = 5y + t (2)

8.a: Integrating Factors in Differential Equations. y = 5y + t (2) 8.a: Integrating Factors in Differential Equations 0.0.1 Basics of Integrating Factors Until now we have dealt with separable differential equations. Net we will focus on a more specific type of differential

More information

Exam 1 Review: Questions and Answers. Part I. Finding solutions of a given differential equation.

Exam 1 Review: Questions and Answers. Part I. Finding solutions of a given differential equation. Exam 1 Review: Questions and Answers Part I. Finding solutions of a given differential equation. 1. Find the real numbers r such that y = e x is a solution of y y 30y = 0. Answer: r = 6, 5 2. Find the

More information

MATH 312 Section 3.1: Linear Models

MATH 312 Section 3.1: Linear Models MATH 312 Section 3.1: Linear Models Prof. Jonathan Duncan Walla Walla College Spring Quarter, 2007 Outline 1 Population Growth 2 Newton s Law of Cooling 3 Kepler s Law Second Law of Planetary Motion 4

More information

Chapter 1 Analytic geometry in the plane

Chapter 1 Analytic geometry in the plane 3110 General Mathematics 1 31 10 General Mathematics For the students from Pharmaceutical Faculty 1/004 Instructor: Dr Wattana Toutip (ดร.ว ฒนา เถาว ท พย ) Chapter 1 Analytic geometry in the plane Overview:

More information

Ordinary Differential Equations

Ordinary Differential Equations Ordinary Differential Equations Swaroop Nandan Bora swaroop@iitg.ernet.in Department of Mathematics Indian Institute of Technology Guwahati Guwahati-781039 A first-order differential equation is an equation

More information

Differential Equations

Differential Equations Universit of Differential Equations DEO PAT- ET RIE Definition: A differential equation is an equation containing a possibl unknown) function and one or more of its derivatives. Eamples: sin + + ) + e

More information

Exam 1 Review. Part I. Finding solutions of a given differential equation. 1. Find the real numbers r such that y = e rx is a solution of y y 30y = 0.

Exam 1 Review. Part I. Finding solutions of a given differential equation. 1. Find the real numbers r such that y = e rx is a solution of y y 30y = 0. Exam 1 Review Part I. Finding solutions of a given differential equation. 1. Find the real numbers r such that y = e rx is a solution of y y 30y = 0. 2. Find the real numbers r such that y = e rx is a

More information

Review Problems for Exam 2

Review Problems for Exam 2 Calculus II Math - Fall 4 Name: Review Problems for Eam In question -6, write a differential equation modeling the given situations, you do not need to solve it.. The rate of change of a population P is

More information

Math 2214 Solution Test 1D Spring 2015

Math 2214 Solution Test 1D Spring 2015 Math 2214 Solution Test 1D Spring 2015 Problem 1: A 600 gallon open top tank initially holds 300 gallons of fresh water. At t = 0, a brine solution containing 3 lbs of salt per gallon is poured into the

More information

Chapter1. Ordinary Differential Equations

Chapter1. Ordinary Differential Equations Chapter1. Ordinary Differential Equations In the sciences and engineering, mathematical models are developed to aid in the understanding of physical phenomena. These models often yield an equation that

More information

LECTURE 4-1 INTRODUCTION TO ORDINARY DIFFERENTIAL EQUATIONS

LECTURE 4-1 INTRODUCTION TO ORDINARY DIFFERENTIAL EQUATIONS 130 LECTURE 4-1 INTRODUCTION TO ORDINARY DIFFERENTIAL EQUATIONS DIFFERENTIAL EQUATIONS: A differential equation (DE) is an equation involving an unknown function and one or more of its derivatives. A differential

More information

Math Spring 2014 Homework 2 solution

Math Spring 2014 Homework 2 solution Math 3-00 Spring 04 Homework solution.3/5 A tank initially contains 0 lb of salt in gal of weater. A salt solution flows into the tank at 3 gal/min and well-stirred out at the same rate. Inflow salt concentration

More information

Differential Equations Spring 2007 Assignments

Differential Equations Spring 2007 Assignments Differential Equations Spring 2007 Assignments Homework 1, due 1/10/7 Read the first two chapters of the book up to the end of section 2.4. Prepare for the first quiz on Friday 10th January (material up

More information

Exam 2 Solutions, Math March 17, ) = 1 2

Exam 2 Solutions, Math March 17, ) = 1 2 Eam Solutions, Math 56 March 7, 6. Use the trapezoidal rule with n = 3 to approimate (Note: The eact value of the integral is ln 5 +. (you do not need to verify this or use it in any way to complete this

More information

Lesson 10 MA Nick Egbert

Lesson 10 MA Nick Egbert Overview There is no new material for this lesson, we just apply our knowledge from the previous lesson to some (admittedly complicated) word problems. Recall that given a first-order linear differential

More information

Problem Set. Assignment #1. Math 3350, Spring Feb. 6, 2004 ANSWERS

Problem Set. Assignment #1. Math 3350, Spring Feb. 6, 2004 ANSWERS Problem Set Assignment #1 Math 3350, Spring 2004 Feb. 6, 2004 ANSWERS i Problem 1. [Section 1.4, Problem 4] A rocket is shot straight up. During the initial stages of flight is has acceleration 7t m /s

More information

MATH 251 Examination I February 25, 2016 FORM A. Name: Student Number: Section:

MATH 251 Examination I February 25, 2016 FORM A. Name: Student Number: Section: MATH 251 Examination I February 25, 2016 FORM A Name: Student Number: Section: This exam has 13 questions for a total of 100 points. Show all your work! In order to obtain full credit for partial credit

More information

SMA 208: Ordinary differential equations I

SMA 208: Ordinary differential equations I SMA 208: Ordinary differential equations I Modeling with First Order differential equations Lecturer: Dr. Philip Ngare (Contacts: pngare@uonbi.ac.ke, Tue 12-2 PM) School of Mathematics, University of Nairobi

More information

4. Some Applications of first order linear differential

4. Some Applications of first order linear differential September 9, 2012 4-1 4. Some Applications of first order linear differential Equations The modeling problem There are several steps required for modeling scientific phenomena 1. Data collection (experimentation)

More information

Section 2.2 Solutions to Separable Equations

Section 2.2 Solutions to Separable Equations Section. Solutions to Separable Equations Key Terms: Separable DE Eponential Equation General Solution Half-life Newton s Law of Cooling Implicit Solution (The epression has independent and dependent variables

More information

Differential equations

Differential equations Differential equations Math 27 Spring 2008 In-term exam February 5th. Solutions This exam contains fourteen problems numbered through 4. Problems 3 are multiple choice problems, which each count 6% of

More information

6.1 Antiderivatives and Slope Fields Calculus

6.1 Antiderivatives and Slope Fields Calculus 6. Antiderivatives and Slope Fields Calculus 6. ANTIDERIVATIVES AND SLOPE FIELDS Indefinite Integrals In the previous chapter we dealt with definite integrals. Definite integrals had limits of integration.

More information

VANDERBILT UNIVERSITY. MATH 2610 ORDINARY DIFFERENTIAL EQUATIONS Practice for test 1 solutions

VANDERBILT UNIVERSITY. MATH 2610 ORDINARY DIFFERENTIAL EQUATIONS Practice for test 1 solutions VANDERBILT UNIVERSITY MATH 2610 ORDINARY DIFFERENTIAL EQUATIONS Practice for test 1 solutions The first test will cover all material discussed up to (including) section 4.5. Important: The solutions below

More information

3.8 Exponential Growth and Decay

3.8 Exponential Growth and Decay 3.8 Exponential Growth and Decay Suppose the rate of change of y with respect to t is proportional to y itself. So there is some constant k such that dy dt = ky The only solution to this equation is an

More information

Name Class. 5. Find the particular solution to given the general solution y C cos x and the. x 2 y

Name Class. 5. Find the particular solution to given the general solution y C cos x and the. x 2 y 10 Differential Equations Test Form A 1. Find the general solution to the first order differential equation: y 1 yy 0. 1 (a) (b) ln y 1 y ln y 1 C y y C y 1 C y 1 y C. Find the general solution to the

More information

2.5 Linear Applications 99 Two-Tank Mixing. Two tanks A and B are assumed to contain A 0 and B 0 liters of brine at t = 0. Let the input for the rst t

2.5 Linear Applications 99 Two-Tank Mixing. Two tanks A and B are assumed to contain A 0 and B 0 liters of brine at t = 0. Let the input for the rst t 98 First Order Dierential Equations 2.5 Linear Applications This collection of applications for the linear equation y 0 + p(x)y = r(x) includes mixing problems, especially brine tanks in single and multiple

More information

FINAL REVIEW FALL 2017

FINAL REVIEW FALL 2017 FINAL REVIEW FALL 7 Solutions to the following problems are found in the notes on my website. Lesson & : Integration by Substitution Ex. Evaluate 3x (x 3 + 6) 6 dx. Ex. Evaluate dt. + 4t Ex 3. Evaluate

More information

Math 308 Exam I Practice Problems

Math 308 Exam I Practice Problems Math 308 Exam I Practice Problems This review should not be used as your sole source of preparation for the exam. You should also re-work all examples given in lecture and all suggested homework problems..

More information

APPM 2360: Midterm exam 1 February 15, 2017

APPM 2360: Midterm exam 1 February 15, 2017 APPM 36: Midterm exam 1 February 15, 17 On the front of your Bluebook write: (1) your name, () your instructor s name, (3) your recitation section number and () a grading table. Text books, class notes,

More information

Fundamentals of Mathematics (MATH 1510)

Fundamentals of Mathematics (MATH 1510) Fundamentals of Mathematics () Instructor: Email: shenlili@yorku.ca Department of Mathematics and Statistics York University February 3-5, 2016 Outline 1 growth (doubling time) Suppose a single bacterium

More information

University of Regina Department of Mathematics and Statistics Math 111 All Sections (Winter 2013) Final Exam April 25, 2013

University of Regina Department of Mathematics and Statistics Math 111 All Sections (Winter 2013) Final Exam April 25, 2013 University of Regina Department of Mathematics and Statistics Math 111 All Sections (Winter 013) Final Exam April 5, 013 Name: Student Number: Please Check Off Your Instructor: Dr. R. McIntosh (001) Dr.

More information

Math Applied Differential Equations

Math Applied Differential Equations Math 256 - Applied Differential Equations Notes Existence and Uniqueness The following theorem gives sufficient conditions for the existence and uniqueness of a solution to the IVP for first order nonlinear

More information

Chapter 2 Notes, Kohler & Johnson 2e

Chapter 2 Notes, Kohler & Johnson 2e Contents 2 First Order Differential Equations 2 2.1 First Order Equations - Existence and Uniqueness Theorems......... 2 2.2 Linear First Order Differential Equations.................... 5 2.2.1 First

More information

PRINTABLE VERSION. Quiz 3. Question 1 Give the general solution to. f) None of the above. Question 2 Give the general solution to. 2/1/2016 Print Test

PRINTABLE VERSION. Quiz 3. Question 1 Give the general solution to. f) None of the above. Question 2 Give the general solution to. 2/1/2016 Print Test PRINTABLE VERSION Question 1 Give the general solution to Quiz 3 Question 2 Give the general solution to https://assessment.casa.uh.edu/assessment/printtest.htm 1/12 Question 3 + xy = 4 cos(3x) 3 Give

More information

Find the orthogonal trajectories for the family of curves.

Find the orthogonal trajectories for the family of curves. Exercises, Section 2.4 Exercises 2.4.1 Find the orthogonal trajectories for the family of curves. 1. y = Cx 3. 2. x = Cy 4. 3. y = Cx 2 +2. 4. y 2 =2(C x). 5. y = C cos x 6. y = Ce x 7. y = ln(cx) 8. (x

More information

Applications of First Order Differential Equation

Applications of First Order Differential Equation Dr Mansoor Alshehri King Saud University MATH204-Differential Equations Center of Excellence in Learning and Teaching 1 / 39 Orthogonal Trajectories How to Find Orthogonal Trajectories Growth and Decay

More information

Exponential Growth (Doubling Time)

Exponential Growth (Doubling Time) Exponential Growth (Doubling Time) 4 Exponential Growth (Doubling Time) Suppose we start with a single bacterium, which divides every hour. After one hour we have 2 bacteria, after two hours we have 2

More information

MA 214 Calculus IV (Spring 2016) Section 2. Homework Assignment 2 Solutions

MA 214 Calculus IV (Spring 2016) Section 2. Homework Assignment 2 Solutions MA 214 Calculus IV (Spring 2016) Section 2 Homework Assignment 2 Solutions 1 Boyce and DiPrima, p 60, Problem 2 Solution: Let M(t) be the mass (in grams) of salt in the tank after t minutes The initial-value

More information

ENGI 2422 First Order ODEs - Separable Page 3-01

ENGI 2422 First Order ODEs - Separable Page 3-01 ENGI 4 First Order ODEs - Separable Page 3-0 3. Ordinary Differential Equations Equations involving only one independent variable and one or more dependent variables, together with their derivatives with

More information

Math 250B Midterm I Information Fall 2018

Math 250B Midterm I Information Fall 2018 Math 250B Midterm I Information Fall 2018 WHEN: Wednesday, September 26, in class (no notes, books, calculators I will supply a table of integrals) EXTRA OFFICE HOURS: Sunday, September 23 from 8:00 PM

More information

Name: Solutions Final Exam

Name: Solutions Final Exam Instructions. Answer each of the questions on your own paper. Put your name on each page of your paper. Be sure to show your work so that partial credit can be adequately assessed. Credit will not be given

More information

MATH 307 Introduction to Differential Equations Autumn 2017 Midterm Exam Monday November

MATH 307 Introduction to Differential Equations Autumn 2017 Midterm Exam Monday November MATH 307 Introduction to Differential Equations Autumn 2017 Midterm Exam Monday November 6 2017 Name: Student ID Number: I understand it is against the rules to cheat or engage in other academic misconduct

More information

ORDINARY DIFFERENTIAL EQUATIONS

ORDINARY DIFFERENTIAL EQUATIONS ORDINARY DIFFERENTIAL EQUATIONS William A. Adkins Mark G. Davidson January 2, 24 ii Contents FIRST ORDER DIFFERENTIAL EQUATIONS. Introduction...................................2 Separable Equations.............................

More information

dy dx and so we can rewrite the equation as If we now integrate both sides of this equation, we get xy x 2 C Integrating both sides, we would have

dy dx and so we can rewrite the equation as If we now integrate both sides of this equation, we get xy x 2 C Integrating both sides, we would have LINEAR DIFFERENTIAL EQUATIONS A first-der linear differential equation is one that can be put into the fm 1 d Py Q where P and Q are continuous functions on a given interval. This type of equation occurs

More information

Solutions for homework 1. 1 Introduction to Differential Equations

Solutions for homework 1. 1 Introduction to Differential Equations Solutions for homework 1 1 Introduction to Differential Equations 1.1 Differential Equation Models The phrase y is proportional to x implies that y is related to x via the equation y = kx, where k is a

More information

REVIEW PROBLEMS FOR MIDTERM I MATH 2373, SPRING 2015 ANSWER KEY

REVIEW PROBLEMS FOR MIDTERM I MATH 2373, SPRING 2015 ANSWER KEY REVIEW PROBLEMS FOR MIDTERM I MATH 2373, SPRING 2015 ANSWER KEY Problem 1 Standing in line at the supermarket I see Alice, Bob and Carol ahead of me in the express check-out lane. Alice buys 2 bags of

More information

Mixing Problems. Solution of concentration c 1 grams/liter flows in at a rate of r 1 liters/minute. Figure 1.7.1: A mixing problem.

Mixing Problems. Solution of concentration c 1 grams/liter flows in at a rate of r 1 liters/minute. Figure 1.7.1: A mixing problem. page 57 1.7 Modeling Problems Using First-Order Linear Differential Equations 57 For Problems 33 38, use a differential equation solver to determine the solution to each of the initial-value problems and

More information

MA 262, Spring 2018, Midterm 1 Version 01 (Green)

MA 262, Spring 2018, Midterm 1 Version 01 (Green) MA 262, Spring 2018, Midterm 1 Version 01 (Green) INSTRUCTIONS 1. Switch off your phone upon entering the exam room. 2. Do not open the exam booklet until you are instructed to do so. 3. Before you open

More information

DIFFERENTIAL EQUATIONS

DIFFERENTIAL EQUATIONS HANDOUT DIFFERENTIAL EQUATIONS For International Class Nikenasih Binatari NIP. 19841019 200812 2 005 Mathematics Educational Department Faculty of Mathematics and Natural Sciences State University of Yogyakarta

More information

DIFFERENTIAL EQUATIONS

DIFFERENTIAL EQUATIONS Mr. Isaac Akpor Adjei (MSc. Mathematics, MSc. Biostats) isaac.adjei@gmail.com April 7, 2017 ORDINARY In many physical situation, equation arise which involve differential coefficients. For example: 1 The

More information

( + ) 3. AP Calculus BC Chapter 6 AP Exam Problems. Antiderivatives. + + x + C. 2. If the second derivative of f is given by f ( x) = 2x cosx

( + ) 3. AP Calculus BC Chapter 6 AP Exam Problems. Antiderivatives. + + x + C. 2. If the second derivative of f is given by f ( x) = 2x cosx Chapter 6 AP Eam Problems Antiderivatives. ( ) + d = ( + ) + 5 + + 5 ( + ) 6 ( + ). If the second derivative of f is given by f ( ) = cos, which of the following could be f( )? + cos + cos + + cos + sin

More information

2.5 Linear Applications

2.5 Linear Applications 2.5 Linear Applications 111 2.5 Linear Applications This collection of applications for the linear equation y + p(x)y = r(x) includes mixing problems, especially brine tanks in single and multiple cascade,

More information

MATH 251 Examination I July 1, 2013 FORM A. Name: Student Number: Section:

MATH 251 Examination I July 1, 2013 FORM A. Name: Student Number: Section: MATH 251 Examination I July 1, 2013 FORM A Name: Student Number: Section: This exam has 12 questions for a total of 100 points. Show all your work! In order to obtain full credit for partial credit problems,

More information

Modeling with First Order ODEs (cont). Existence and Uniqueness of Solutions to First Order Linear IVP. Second Order ODEs

Modeling with First Order ODEs (cont). Existence and Uniqueness of Solutions to First Order Linear IVP. Second Order ODEs Modeling with First Order ODEs (cont). Existence and Uniqueness of Solutions to First Order Linear IVP. Second Order ODEs September 18 22, 2017 Mixing Problem Yuliya Gorb Example: A tank with a capacity

More information

P (t) = rp (t) 22, 000, 000 = 20, 000, 000 e 10r = e 10r. ln( ) = 10r 10 ) 10. = r. 10 t. P (30) = 20, 000, 000 e

P (t) = rp (t) 22, 000, 000 = 20, 000, 000 e 10r = e 10r. ln( ) = 10r 10 ) 10. = r. 10 t. P (30) = 20, 000, 000 e APPM 360 Week Recitation Solutions September 18 01 1. The population of a country is growing at a rate that is proportional to the population of the country. The population in 1990 was 0 million and in

More information

SOLUTIONS BY SUBSTITUTIONS

SOLUTIONS BY SUBSTITUTIONS 25 SOLUTIONS BY SUBSTITUTIONS 71 25 SOLUTIONS BY SUBSTITUTIONS REVIEW MATERIAL Techniques of integration Separation of variables Solution of linear DEs INTRODUCTION We usually solve a differential equation

More information

ENGI 3424 First Order ODEs Page 1-01

ENGI 3424 First Order ODEs Page 1-01 ENGI 344 First Order ODEs Page 1-01 1. Ordinary Differential Equations Equations involving only one independent variable and one or more dependent variables, together with their derivatives with respect

More information

Math 2Z03 - Tutorial # 3. Sept. 28th, 29th, 30th, 2015

Math 2Z03 - Tutorial # 3. Sept. 28th, 29th, 30th, 2015 Math 2Z03 - Tutorial # 3 Sept. 28th, 29th, 30th, 2015 Tutorial Info: Tutorial Website: http://ms.mcmaster.ca/ dedieula/2z03.html Office Hours: Mondays 3pm - 5pm (in the Math Help Centre) Tutorial #3: 2.8

More information

MATH 104 Practice Problems for Exam 2

MATH 104 Practice Problems for Exam 2 . Find the area between: MATH 4 Practice Problems for Eam (a) =, y = / +, y = / (b) y = e, y = e, = y = and the ais, for 4.. Calculate the volume obtained by rotating: (a) The region in problem a around

More information

Find the orthogonal trajectories for the family of curves. 9. The family of parabolas symmetric with respect to the x-axis and vertex at the origin.

Find the orthogonal trajectories for the family of curves. 9. The family of parabolas symmetric with respect to the x-axis and vertex at the origin. Exercises 2.4.1 Find the orthogonal trajectories for the family of curves. 1. y = Cx 3. 2. x = Cy 4. 3. y = Cx 2 + 2. 4. y 2 = 2(C x). 5. y = C cos x 6. y = Ce x 7. y = ln(cx) 8. (x + y) 2 = Cx 2 Find

More information

REVIEW PROBLEMS FOR MIDTERM I MATH 2373, SPRING 2019 UNIVERSITY OF MINNESOTA ANSWER KEY

REVIEW PROBLEMS FOR MIDTERM I MATH 2373, SPRING 2019 UNIVERSITY OF MINNESOTA ANSWER KEY REVIEW PROBLEMS FOR MIDTERM I MATH 2373, SPRING 209 UNIVERSITY OF MINNESOTA ANSWER KEY This list of problems is not guaranteed to be a complete review. For a complete review make sure that you know how

More information

REVIEW PROBLEMS FOR MIDTERM I MATH 2373, FALL 2016 ANSWER KEY

REVIEW PROBLEMS FOR MIDTERM I MATH 2373, FALL 2016 ANSWER KEY REVIEW PROBLEMS FOR MIDTERM I MATH 2373, FALL 2016 ANSWER KEY This list of problems is not guaranteed to be an absolutely complete review. For a complete review make sure that you know how to do all the

More information

MAT 275 Test 1 SOLUTIONS, FORM A

MAT 275 Test 1 SOLUTIONS, FORM A MAT 75 Test SOLUTIONS, FORM A The differential equation xy e x y + y 3 = x 7 is D neither linear nor homogeneous Solution: Linearity is ruinied by the y 3 term; homogeneity is ruined by the x 7 on the

More information

Applications of Systems of Differential Equations

Applications of Systems of Differential Equations Brine Tank Cascade Cascade Model Recycled Brine Tank Cascade Recycled Cascade Model Home Heating Newton Cooling Model Applications of Systems of Differential Equations Homogeneous Solution and Particular

More information

Differential Equations

Differential Equations Differential Equations Collège André-Chavanne Genève richard.o-donovan@edu.ge.ch 2012 2 1 INITIAL PROBLEMS 1 Initial problems Exercise 1 Radioactivity is due to the decay of nuclei in the atoms. The following

More information

8. Set up the integral to determine the force on the side of a fish tank that has a length of 4 ft and a heght of 2 ft if the tank is full.

8. Set up the integral to determine the force on the side of a fish tank that has a length of 4 ft and a heght of 2 ft if the tank is full. . Determine the volume of the solid formed by rotating the region bounded by y = 2 and y = 2 for 2 about the -ais. 2. Determine the volume of the solid formed by rotating the region bounded by the -ais

More information

First Order Differential Equations Chapter 1

First Order Differential Equations Chapter 1 First Order Differential Equations Chapter 1 Doreen De Leon Department of Mathematics, California State University, Fresno 1 Differential Equations and Mathematical Models Section 1.1 Definitions: An equation

More information

Exponential growth and decay models have the form y = A e bt, t 0 for constants A and b, where independent variable t usually represents time.

Exponential growth and decay models have the form y = A e bt, t 0 for constants A and b, where independent variable t usually represents time. Chapter 3 Mathematical models 3. Introduction A mathematical model is an equation which is intended to match or model the behavior of some natural quantities. Eponential functions are found in many mathematical

More information

1.5. Applications. Theorem The solution of the exponential decay equation with N(0) = N 0 is N(t) = N 0 e kt.

1.5. Applications. Theorem The solution of the exponential decay equation with N(0) = N 0 is N(t) = N 0 e kt. 6 Section Objective(s): The Radioactive Decay Equation Newton s Cooling Law Salt in a Water Tanks 151 Exponential Decay 15 Applications Definition 151 The exponential decay equation for N is N = k N, k

More information

Compartmental Analysis

Compartmental Analysis Compartmental Analysis Math 366 - Differential Equations Material Covering Lab 3 We now learn how to model some physical phonomena through DE. General steps for modeling (you are encouraged to find your

More information

dy x a. Sketch the slope field for the points: (1,±1), (2,±1), ( 1, ±1), and (0,±1).

dy x a. Sketch the slope field for the points: (1,±1), (2,±1), ( 1, ±1), and (0,±1). Chapter 6. d x Given the differential equation: dx a. Sketch the slope field for the points: (,±), (,±), (, ±), and (0,±). b. Find the general solution for the given differential equation. c. Find the

More information

Practice Midterm 1 Solutions Written by Victoria Kala July 10, 2017

Practice Midterm 1 Solutions Written by Victoria Kala July 10, 2017 Practice Midterm 1 Solutions Written by Victoria Kala July 10, 2017 1. Use the slope field plotter link in Gauchospace to check your solution. 2. (a) Not linear because of the y 2 sin x term (b) Not linear

More information

Math 308 Exam I Practice Problems

Math 308 Exam I Practice Problems Math 308 Exam I Practice Problems This review should not be used as your sole source for preparation for the exam. You should also re-work all examples given in lecture and all suggested homework problems..

More information

Math , Spring 2010: Exam 2 Solutions 1. #1.) /5 #2.) /15 #3.) /20 #4.) /10 #5.) /10 #6.) /20 #7.) /20 Total: /100

Math , Spring 2010: Exam 2 Solutions 1. #1.) /5 #2.) /15 #3.) /20 #4.) /10 #5.) /10 #6.) /20 #7.) /20 Total: /100 Math 231.04, Spring 2010: Exam 2 Solutions 1 NAME: Math 231.04 Exam 2 Solutions #1.) /5 #2.) /15 #3.) /20 #4.) /10 #5.) /10 #6.) /20 #7.) /20 Total: /100 Instructions: There are 5 pages and a total of

More information

Differential Equations & Separation of Variables

Differential Equations & Separation of Variables Differential Equations & Separation of Variables SUGGESTED REFERENCE MATERIAL: As you work through the problems listed below, you should reference Chapter 8. of the recommended textbook (or the equivalent

More information

Modeling with Differential Equations

Modeling with Differential Equations Modeling with Differential Equations 1. Exponential Growth and Decay models. Definition. A quantity y(t) is said to have an exponential growth model if it increases at a rate proportional to the amount

More information

Solutions x. Figure 1: g(x) x g(t)dt ; x 0,

Solutions x. Figure 1: g(x) x g(t)dt ; x 0, MATH Quiz 4 Spring 8 Solutions. (5 points) Express ln() in terms of ln() and ln(3). ln() = ln( 3) = ln( ) + ln(3) = ln() + ln(3). (5 points) If g(x) is pictured in Figure and..5..5 3 4 5 6 x Figure : g(x)

More information

MT410 EXAM 1 SAMPLE 1 İLKER S. YÜCE DECEMBER 13, 2010 QUESTION 1. SOLUTIONS OF SOME DIFFERENTIAL EQUATIONS. dy dt = 4y 5, y(0) = y 0 (1) dy 4y 5 =

MT410 EXAM 1 SAMPLE 1 İLKER S. YÜCE DECEMBER 13, 2010 QUESTION 1. SOLUTIONS OF SOME DIFFERENTIAL EQUATIONS. dy dt = 4y 5, y(0) = y 0 (1) dy 4y 5 = MT EXAM SAMPLE İLKER S. YÜCE DECEMBER, SURNAME, NAME: QUESTION. SOLUTIONS OF SOME DIFFERENTIAL EQUATIONS where t. (A) Classify the given equation in (). = y, y() = y () (B) Solve the initial value problem.

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

WeBWorK demonstration assignment

WeBWorK demonstration assignment WeBWorK demonstration assignment The main purpose of this WeBWorK set is to familiarize yourself with WeBWorK Here are some hints on how to use WeBWorK effectively: After first logging into WeBWorK change

More information

Math 20D Final Exam 8 December has eigenvalues 3, 3, 0 and find the eigenvectors associated with 3. ( 2) det

Math 20D Final Exam 8 December has eigenvalues 3, 3, 0 and find the eigenvectors associated with 3. ( 2) det Math D Final Exam 8 December 9. ( points) Show that the matrix 4 has eigenvalues 3, 3, and find the eigenvectors associated with 3. 4 λ det λ λ λ = (4 λ) det λ ( ) det + det λ = (4 λ)(( λ) 4) + ( λ + )

More information

Modeling with First-Order Equations

Modeling with First-Order Equations Modeling with First-Order Equations MATH 365 Ordinary Differential Equations J. Robert Buchanan Department of Mathematics Spring 2018 Radioactive Decay Radioactive decay takes place continuously. The number

More information

MATH 1231 MATHEMATICS 1B Calculus Section 3A: - First order ODEs.

MATH 1231 MATHEMATICS 1B Calculus Section 3A: - First order ODEs. MATH 1231 MATHEMATICS 1B 2010. For use in Dr Chris Tisdell s lectures. Calculus Section 3A: - First order ODEs. Created and compiled by Chris Tisdell S1: What is an ODE? S2: Motivation S3: Types and orders

More information

Three major steps in modeling: Construction of the Model Analysis of the Model Comparison with Experiment or Observation

Three major steps in modeling: Construction of the Model Analysis of the Model Comparison with Experiment or Observation Section 2.3 Modeling : Key Terms: Three major steps in modeling: Construction of the Model Analysis of the Model Comparison with Experiment or Observation Mixing Problems Population Example Continuous

More information

Differential Equations

Differential Equations Differential Equations Big Ideas Slope fields draw a slope field, sketch a particular solution Separation of variables separable differential equations General solution Particular solution Growth decay

More information

MATH 251 Examination I October 8, 2015 FORM A. Name: Student Number: Section:

MATH 251 Examination I October 8, 2015 FORM A. Name: Student Number: Section: MATH 251 Examination I October 8, 2015 FORM A Name: Student Number: Section: This exam has 14 questions for a total of 100 points. Show all you your work! In order to obtain full credit for partial credit

More information

First Order Differential Equations

First Order Differential Equations Chapter 2 First Order Differential Equations Introduction Any first order differential equation can be written as F (x, y, y )=0 by moving all nonzero terms to the left hand side of the equation. Of course,

More information

Math 2300 Calculus II University of Colorado Final exam review problems

Math 2300 Calculus II University of Colorado Final exam review problems Math 300 Calculus II University of Colorado Final exam review problems. A slope field for the differential equation y = y e x is shown. Sketch the graphs of the solutions that satisfy the given initial

More information

MATH 251 Examination I October 5, 2017 FORM A. Name: Student Number: Section:

MATH 251 Examination I October 5, 2017 FORM A. Name: Student Number: Section: MATH 251 Examination I October 5, 2017 FORM A Name: Student Number: Section: This exam has 13 questions for a total of 100 points. Show all your work! In order to obtain full credit for partial credit

More information

Introduction to di erential equations

Introduction to di erential equations Chapter 1 Introduction to di erential equations 1.1 What is this course about? A di erential equation is an equation where the unknown quantity is a function, and where the equation involves the derivative(s)

More information

Exponential functions: week 13 STEM

Exponential functions: week 13 STEM Boise State, 4 Eponential functions: week 3 STEM As we have seen, eponential functions describe events that grow (or decline) at a constant percent rate, such as placing finances in a savings account.

More information

Last quiz Comments. ! F '(t) dt = F(b) " F(a) #1: State the fundamental theorem of calculus version I or II. Version I : Version II :

Last quiz Comments. ! F '(t) dt = F(b)  F(a) #1: State the fundamental theorem of calculus version I or II. Version I : Version II : Last quiz Comments #1: State the fundamental theorem of calculus version I or II. Version I : b! F '(t) dt = F(b) " F(a) a Version II : x F( x) =! f ( t) dt F '( x) = f ( x) a Comments of last quiz #1:

More information

Principles of Math 12: Logarithms Practice Exam 1

Principles of Math 12: Logarithms Practice Exam 1 Principles of Math 1: Logarithms Practice Eam 1 www.math1.com Principles of Math 1 - Logarithms Practice Eam Use this sheet to record your answers 1. 10. 19. 30.. 11. 0. 31. 3. 1.. 3. 4. NR 3. 3. 33. 5.

More information

Lesson 6 MA Nick Egbert

Lesson 6 MA Nick Egbert Overview In this lesson we start our stu of differential equations. We start by considering only exponential growth and decay, and in the next lesson we will extend this idea to the general method of separation

More information

Differential Equations

Differential Equations Differential Equations A differential equation (DE) is an equation which involves an unknown function f (x) as well as some of its derivatives. To solve a differential equation means to find the unknown

More information

Problem Points Problem Points Problem Points

Problem Points Problem Points Problem Points Name Signature Student ID# ------------------------------------------------------------------ Left Neighbor Right Neighbor 1) Please do not turn this page until instructed to do so. 2) Your name and signature

More information

Practice Problems For Test 1

Practice Problems For Test 1 Practice Problems For Test 1 Population Models Exponential or Natural Growth Equation 1. According to data listed at http://www.census.gov, the world s total population reached 6 billion persons in mid-1999,

More information