Summary of Chapter 2 in
Applied Calculus
Chapter 10 in
Finite Mathematics & Applied Calculus
Topic: Non-Linear Functions and Models

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Quadratic Functions | Exponential Functions | Laws of Exponents | Compound Interest | The Number e | Continuous Compounding | Logarithms | Logarithm Identities | Relationship of Log and Exponential Functions | Logistic Function


Quadratic Functions

A quadratic function is a function of the form

f(x) = ax2 + bx + c (with the coefficient "a" nonzero).

Its graph is a parabola.

The vertex of this parabola occurs at the point on the graph with x coordinate -b/(2a).

It crosses the y-axis (y-intercept) at y = c.

It crosses the x-axis (x-intercept(s)) at the solutions of the quadratic equation ax2 + bx + c = 0 (if there are any).

It is symmetric around the vertical line through the vertex.

If the coefficient (a) of x2 is positive, it is concave up (as in the example to the right). If a is negative, it is concave down (as in the figure below).


Example

The parabola

    y = x2 - 2x - 8
has a vertex with x-coordinate
    -
    b

    2a
    =
    2

    2
    =1.
The y-coordinate of the vertex is
    y = (1)2 -2(1) - 8 = -9.
The y-intercept is c = -8, and the x-intercepts are the solutions of
    x2 - 2x - 8 = 0
    (x + 2)(x - 4) = 0,
so that x = -2 and 4. Its graph is shown below.

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Exponential Functions

An exponential function is a function of the form

f(x) = Abx,
where A and b are constants and a > 0. (We call b the base of the exponential function.)
Example

The function f(x) = 3(2x) is an exponential function with A = 3 and b = 2. It has the following graph.

The following table shows the y-coordinates of points on this graph. All you do is supply the x-coordinates and press "Compute y"

x        
y = 3(2x)        
   

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The Laws of Exponents

If b and c are positive, and x and y are any real numbers, then the following laws hold.

Law
Example
bxby = bx+y
2322 = 25 = 32
bx

by
=bx-y
43

42
=41=4
1

bx
=b-x
1

90.5
=9-0.5=
1

3
b0=1
(3.3)0=1
(bx)y=bxy
(32)2=34=81
(bc)x=bx cx
(4 2)2 = 4222 = 64
b

c
x


=
bx

cx
4

3
2


=
42

32
=
16

9

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Compound Interest

Future Value
If an amount P (the present value) earns interest at an annual interest rate r, compounded m times per year, then the accumulated amount (or future value) after t years is

    A=P 1+
    r

    m
    mt


We often think of A as a function of t, and write
    A(t)=P 1+
    r

    m
    mt


Example

You invest $1,000 at an annual rate of 4.8% interest, compounded monthly. This means that

P = 1,000,     r = 0.048,     m = 12.
Substituting gives
    A(t)=
    1,000 1+
    0.048

    12
    12t


    =1,000(1.004)12t.
Thus function gives the value of the investment after t years. For instance, after 5 years, the investment is worth
A(5) = 1,000(1.004)125 = 1,000(1.004) 60 = $1,270.64.

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The Number e

The numbers

    1+
    1

    m
    m


converge to e = 2.71828182845904523536. . . as m gets large. The following table shows the value of (1+1/m)m for several values of m. You can also add your own value of m and press "Compute" (integers only, please!).

m 110100100010000  
1+
1

m
m


22.593742462.704813832.716923932.71814593

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Continuous Compounding

The number e appears in the formula for continuous compounding: If $P is invested at an annual interest rate r compounded continuously, then the accumulated amount after t years is

A = Pert.
The effective yield from continuous compounding is given by
re = er - 1.

Example

If $1,000 is invested at an annual interest rate of 4.8% compounded continuously, then the accumulated amount after t years is

A = 1,000e0.048t.
The effective yield is
re = e0.048 - 1 0.04917,
or 4.917% per year.

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Logarithms

The statement

logax = y
means that
ay = x.
log10x is usually written log x, and called the common logarithm. The expression logex is usually written as ln x and called the natural logarithm

Example

The following table lists some exponential equations and their equivalent logarithmic form.

Exponential Form103 = 1,00042 = 1651 = 570 = 14-2 = 1/16
Logarithm Formlog1,000 = 3log416 = 2log55 = 1log71 = 0log4(1/16) =-2

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Logarithm Identities

The following identities hold for any positive a 1 and any positive numbers x and y.

Identity
Example
loga(xy)= logax + logay
log216 = log28 + log22
loga(x/y)= logax - logay
log2 (5/3) = log25 - log23
loga(xr)= r logax
log2(65) = 5 log26
logaa =1
loga1 =0
log22=1
log31 =0
loga(1/x) =-logax
log2(1/3)= -log23
logax =
log x

log a
=
ln x

ln a
log25 =
log 5

log 2
2.3219

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Relationship of the Functions f(x) = logax and g(x) = ax

If a is any positive number, then the functions f(x) = logax and g(x) = ax are inverse functions. This means that

alogax= x
for all positive x and
loga(ax) = x
for all real x.

Want to learn more about inverse functions? Go to our on-line text on inverse functions.

Examples

2log2x= x
eln x= x
log2(2x) = x
ln (ex) = x

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Logistic Function

A logistic function has the form

    f(x) =
    N

    1 + Ab-x
    A, N, b constant (b positive and 1)

Properties of the Logistic Curve

  • The graph is an S-shaped curve sandwiched between the horizontal lines y = 0 and y = N. N is called the limiting value of the logistic curve.
  • If b > 1 the graph rises; if b < 1, the graph falls.
  • The y intercept is N/(1 + A)
  • Role of b: For small x, the logistic function grows approximately exponentially with base b, and follows the curve [N/(1+A)] bx.

b > 1

0 < b < 1
Examples

N = 50, A = 24, b = 3 gives

    f(x) =
    50

    1 + 24(3-x)
    Technology format: 50/(1+24*3^(-x))

The following figure shows the graph of f together with the exponential approximation


Logistic curve: 50/(1+24*3^(-x))
Exponential curve: 2*3^x

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Last Updated: April, 2003
Copyright © 1999, 2003 Stefan Waner

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