Mathematical Modeling with Differential Equations

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Mathematical Modeling with

Differential Equations

Chapter 9: By, Will Alisberg

Edited By Emily Moon

Overview

9.1 First-Order Differential Equations and

Applications

9.2 Direction Fields; Euler’s Method

 9.3 Modeling with First-Order Differential

Equations

 Quiz

Overview

9.1 First-Order Differential Equations and

Applications

9.2 Direction Fields; Euler’s Method

 9.3 Modeling with First-Order Differential

Equations

 Quiz

Key Definitions

 Differential Equation- Any equation in which the derivative affects the f(x)… e.g. f(x)=f’(x)/(2x)

 Order- the highest degree of differentiation in a differential equation

 Integral Curve- Graph of a solution of a differential equation

First Order Initial Value Problems

 Find a general formula for y(x) and use initial condition to solve for C.

 Replace variables to solve



General Solution

Start by Converting to:

Calculate

 x)

 Use General Solution: dy dx

 p ( x ) y

 q ( x )

 ( x )  e P ( x ) y 



1

 ( x )

  q ( x )

My Turn!

dy dx

 x

3  y

4 y dy

5 y

 dx p ( x )

 

5 x

3 q ( x )

 x

3

P ( x )

 

5 x

( x )

 e

5 x y

So…

1 e

5 x

 e

5 x

( x

3

) dx

Set up the integral for the given differential equation

Your Turn!

Set up the integral to solve for y x

2 dy dx

 dy dx

 x

2 y

 x

1

 y

Wonhee Lee

( x

2 

1 )( dy dx

 y )

 x

1 dy

 y

 dx p ( x )

1 x

1

1 q ( x )

P ( x )

 x

1

1 x

( x )

 e x y

1 e x

 e x x

1

Newton’s Second Law

Overview

9.1 First-Order Differential Equations and

Applications

9.2 Direction Fields; Euler’s Method

 9.3 Modeling with First-Order Differential

Equations

 Quiz

Key Definitions

Direction Field- A graph showing the slope of a function at each point

Euler’s Method- A technique for obtaining approximations of f(x)

Absolute Error- Difference between approximated value of f(x) and actual value

 value of f(x), Multiply the decimal by 100 to obtain a percentage

Iteration- One cycle of a method such as Newton’s or

Euler’s

Direction Field

 Show Slopes at Various

Points on a Graph

 Follow the trail of lines

Different arrows with the same value of x represent different c’s

Don’t forget the points on the axes

Euler’s Method: Theory

 Approximates values of f(x) through small changes in x and its derivative

The algebraic idea behind slope fields

More

 x make a more accurate approximation

Euler’s Method: Calculation

Starting with a known point on a function, knowing the equation for the function.

Use y

1

 y

0

 f

( x

0

)(

 x ) x

1

 x

0

  x

Repeat

 Note: with very small values of

 x we will get y

 y

0

 f

( x ) dx

Your Turn!

With a step size of

1 approximate

Knowing dy dx

3

: x x

4

Wonhee Lee y ( 1 )

4 Just kidding- Go ahead Anna y

4

3

1 .

5

1

.

75

10 .

25

Overview

9.1 First-Order Differential Equations and

Applications

9.2 Direction Fields; Euler’s Method

 9.3 Modeling with First-Order Differential

Equations

 Quiz

Key Defintions

Uninhibited growth model- y(x) will not have a point at which it will not be defined

Carrying Capacity- The magnitude of a population an environment can support

Exponential growth- No matter how large y is, it will grow by a% in the same amount of time

Exponential decay- No matter how large y is, it will decrease by b% in the same amount of time

Half-Life- The time it takes a population to reduce itself to half its original size

Exponential Growth and Decay

Where k is a constant, if k is negative, y will decrase, if k is positive, y will increase y

 y

0 e kt

My Turn!

 The bacteria in a certain culture continuously increases so that the population triples every six hours, how many will there be 12 hours after the population reaches 64000?

y

64000 e kt

3

 e

6 k k

 ln 3

6 y

64000 e

2 ln 3 y

576000

Your Turn!

 The concentration of Drug Z in a bloodstream has a half life of 2 hours and 12 minutes. Drug

Z is effective when 10% or more of one tablet is in a bloodstream. How long after 2 tablets of

Drug Z are taken will the drug become inaffective?

Jiwoo, from Maryland

Answer

y

 y

0 e kt

.

5

 e

2 .

2 k k

 ln .

5

2 .

2 t

.

1

2 e t (ln .

5 )

2 .

2

9 .

508

Overview

9.1 First-Order Differential Equations and

Applications

9.2 Direction Fields; Euler’s Method

 9.3 Modeling with First-Order Differential

Equations

 Quiz

Quiz!





1.

If a substance decomposes at a rate proportional to the substance present, and the amount decreases from 40 g to 10 g in 2 hrs, then the constant of proportionality (k) is

A. -ln2 B. -.5 C -.25 D. ln (.25) E. ln (.125)

2. The solution curve of y  ( x )  y that passes through the point (2,3) is

A.

D. y  e y  e x x  3

 ( e 2

B.

 3)

E. y  2 x  5 x y  e

.406

C.





 y  .406

e x



More Quiz Questions

 True or False? If the second derivative of a function is a constant positive number, Euler’s

Method will approximate a number smaller than the true value of y?

 A stone is thrown at a target so that its velocity after t seconds is (100-20t) ft/sec. If the stone hits the target in 1 sec, then the distance from the sling to the target is:

A. 80 ft B. 90 ft C. 100 ft D. 110 ft E. 120 ft

Last Quiz Question

 differential equation y’(x)=x with the initial value y(1)=5, then, when x= 1.2, y is approximately: 

A. 5.10 B. 5.20 C. 5.21 D. 6.05 E. 7.10

 1A

 2C

 3True

 4B

 5C

Quiz Answers

Bibliography

Barron’s “How to Prepare for the Advanced Placement Exam:

Calculus

Anton, Bivens, Davis “Calculus” http://exploration.grc.nasa.gov/education/rocket/Images/newto n2r.gif

http://www.usna.edu/Users/math/meh/euler.html

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