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Question

The maximum value of f(x) = 2x3 – 9x2 + 12x – 3 in the interval 0 ≤ x ≤ 3 is _______

Concept:

The point of maxima or minima is obtained by solving for the derivative of the function and equating to zero.

Then, to check if the point is a point of maxima ‘or’ minima we check the second derivative at that point.

This is explained with the help of the following graph:

If \(\frac{{{d^2}f}}{{d{x^2}}} < 0\); the point will be a point of maxima

If \(\frac{{{d^2}f}}{{d{x^2}}} > 0\), the point will be a point of minima.

Analysis:

Since we are given an interval, we will obtain a local maximum or minimum in the interval.

Solving for the first derivative and equating it to zero, we get:

f'(x) = 6x2 – 18x + 12 = 0

x2 – 3x + 2 = 0

(x - 1)(x - 2) = 0

X = 1 and x = 2

∴ x = 1 and x = 2 are possible local minimum and maximum in the interval 0 and 3.

Checking for the double derivative at these points, we’ll get:

f’’(x) = 12x – 18

f’’(1) = 12 – 18 = -6

f’’(1) < 0

∴ x = 1 is a local maximum

Similarly,

f’’(2) = 12 × 2 – 18 = 6

Since, f’’(2) > 0, x = 2 is a local minimum.

Since we are to find maximum and minimum value in the interval 0 ≤ x ≤ 3, we will check the border conditions for local maximum as well:

x

f(x) = 2x3 – 9x2 + 12x – 3

0 ≤ x ≤ 3

0

1

2

3

f(x) = -3

f(x) = 2

f(x) = 1

f(x) = 6

Local maximum

Local minimum

Maximum value

∴ The maximum value of f(x) in the interval 0 ≤ x ≤ 3 will be 6.

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Important Questions from Maxima & Minima

  1. Which of the following statements is false about convex minimization problem?

  2. For what value of 'x' will the function y = x2 - 4x have the maximum or minimum value?

  3. The minimum value of the function f(x) = x3 – 3x2 – 24 x + 100 in the interval [-3, 3] is

  4. The function f(x) = 8 loge x - x2 + 3 attains its global minimum over the interval [1, e] at x = ________.

    (Here logx is the natural logarithm of x and  e2  = 7.39 )

  5. For 0 ≤ t < , the maximum value of the function f(t) = e-t  – 2e-2t occurs at:
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