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In this case, we follow the algorithm given here:

1: Determine first derivative.

2: Draw sign diagram of first derivative. Note that it is slightly a different step than the equivalent step given for earlier case. Here, we are required to draw sign diagram - not the roots of first derivative equation.

3: If function is decreasing to the left and increasing to the right of a critical point of sign diagram, then function value at that point is minimum.

4: If function is increasing to the left and decreasing to the right of a critical point of sign diagram, then function value at that point is maximum.

Note : We can use this technique to determine minimum and maximum for function with undefined points as well. We shall illustrate this for a case of rational function in the examples given here.

Problem : Find minimum value of modulus function

Solution : Modulus function is defined as :

| x ; x≥0 f(x) = || -x ; x<0

For x>0,

f x = x f x = 1 > 0

Since first derivative is positive, given function is increasing function for x>0.

For x<0,

f x = x f x = 1 < 0

Since first derivative is negative, given function is decreasing function for x<0. Overall sign diagram of modulus function is as shown here :

Sign scheme

Sign scheme

At x=0, the function is decreasing to its left and increasing to its right. It means function has minimum at x=0.

Minimum value = 0

Note that minimum value in this case is also least value as there is only one minimum in the entire domain. Hence, minimum at x=0 is global minimum.

Problem : The function y = a log e x + b x 2 + x has exteme values at x=-1 and x=2. Find values of “a” and “b”.

Solution : Here extreme values (maximum or minimum) are given. We know that first derivative is zero at extreme values. Now,

y = a X 1 x + 2 b x + 1

At x =-1,

y = a X 1 - 1 + 2 b X 1 + 1 = 0 a 2 b + 1 = 0

At x = 2,

y = a X 1 2 + 2 b X 2 + 1 = 0 a 2 + 4 b + 1 = 0 a + 8 b + 2 = 0

Solving two simultaneous equations,

a = 2 b = - 1 2

Problem : Find maximum and minimum values of function :

y = x 2 7 x + 6 x 10

Solution : This function is not defined for x=10. The function is continuous except at this point. Thus, minimum and maximum obtained do not belong to a continuous domain.

y = x - 10 2 x 7 x 2 7 x + 6 x 10 2 = 2 x 2 27 x + 70 x 2 + 7 x 6 x 10 2

y = x 2 20 x + 64 x 10 2

Now denominator is a positive number for all x. Thus, sign diagram of first derivative is same as that of numerator. In order to draw sign diagram, we need to factorize numerator.

x 2 20 x + 64 = x 4 x 16

Hence, critical points are 4 and 16. The sign diagram is as shown in the figure. At x=4, the function is increasing to its left and decreasing to its right. It means function has maximum at x=4.

Sign scheme

Sign scheme

Maximum value = x 2 7 x + 6 x 10 = 4 2 7 X 4 + 6 4 10 = 1

At x=16, the function is decreasing to its left and increasing to its right. It means function has minimum at x=16.

Minimum value = x 2 7 x + 6 x 10 = 16 2 7 X 16 + 6 16 10 = 25

Note that minimum value is greater than maximum value.

Graph of function

The minimum and maximum values of a function.

Exercise

Determine maximum value of function :

f x = 1 x x

The function is not defined for x=0. The function of the form x y is defined for x>0. Comparing,

1 x > 0

The critical point of this rational inequality is zero. The rational function 1/x is positive for x>0. Thus, domain of given function is x>0. In order to differentiate this function, we need to take logarithm. Let,

y = 1 x x log e y = x log e 1 x = x log e 1 log e x = - x log e x

Differentiating with respect to x, we have :

1 y X d y d x = - log e x x X 1 x = - 1 + log e x

d y d x = - y 1 + log e x = - 1 x x 1 + log e x

In order to determine sign diagram of first derivative, we equate it to zero.

- 1 x x 1 + log e x = 0

Now, 1 / x x > 0 as x > 0 . Hence sign diagram of first derivative is same as that of - 1 + log e x :

- 1 + log e x = 0 log e x = - 1 x = e - 1 = 1 e

The expression 1/e is less than 1. We put x=1 to test the sign of right side. At x=1,

- 1 + log e x = - 1 + log e 1 = - 1 + 0 = - 1 < 0

This means function is increasing in interval (0,1/e] and decreasing in [1/e, ∞). Thus, function has maximum at x=1/e.

Maximum value = 1 / x x = 1 1 e 1 e = e 1 / e

Note that this maximum value is greatest value as there is only one maximum in the domain of function.

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Source:  OpenStax, Functions. OpenStax CNX. Sep 23, 2008 Download for free at http://cnx.org/content/col10464/1.64
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