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Global optimization

Largest and smallest values over a whole domain or a closed bounded interval, weighing endpoints against critical numbers rather than local peaks alone.

Active Calculus, Global optimization

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5 exercises

Activity 3.5.3

Find the exact absolute maximum and minimum of each function on the stated interval.

  1. h(x)=xe−xh(x) = xe^{-x}, [0,3][0,3]

  2. p(t)=sin⁡(t)+cos⁡(t)p(t) = \sin(t) + \cos(t), [−π2,π2][-\frac{\pi}{2}, \frac{\pi}{2}]

  3. q(x)=x2x−2q(x) = \frac{x^2}{x-2}, [3,7][3,7]

  4. f(x)=4−e−(x−2)2f(x) = 4 - e^{-(x-2)^2}, (−∞,∞)(-\infty, \infty)

  5. h(x)=xe−axh(x) = xe^{-ax}, [0,2a][0, \frac{2}{a}] (a>0a \gt 0)

  6. f(x)=b−e−(x−a)2f(x) = b - e^{-(x-a)^2}, (−∞,∞)(-\infty, \infty), a,b>0a, b \gt 0

2.5

Exercise 7

Based on the given information about each function, decide whether the function has global maximum, a global minimum, neither, both, or that it is not possible to say without more information. Assume that each function is twice differentiable and defined for all real numbers, unless noted otherwise. In each case, write one sentence to explain your conclusion.

  1. ff is a function such that f′′(x)<0f''(x) \lt 0 for every xx…

2.5

Exercise 8

For each family of functions that depends on one or more parameters, determine the function's absolute maximum and absolute minimum on the given interval.

  1. p(x)=x3−a2xp(x) = x^3 - a^2x, [0,a][0,a] (a>0a \gt 0)

  2. r(x)=axe−bxr(x) = axe^{-bx}, [12b,2b][\frac{1}{2b}, \frac{2}{b}] (a>0,b>1a \gt 0, b \gt 1)

  3. w(x)=a(1−e−bx)w(x) = a(1-e^{-bx}), [b,3b][b, 3b] (a,b>0a, b \gt 0)

  4. s(x)=sin⁡(kx)s(x) = \sin(kx), [π3k,5π6k]\left[\frac{\pi}{3k}, \frac{5\pi}{6k}\right] (k>0k \gt 0)

2.5

Exercise 9

For each of the functions described below (each continuous on [a,b][a,b]), state the location of the function's absolute maximum and absolute minimum on the interval [a,b][a,b], or say there is not enough information provided to make a conclusion. Assume that any critical numbers mentioned in the problem statement represent all of the critical numbers the function has in [a,b][a,b]. In each case, write one sentence to expla…

2.5

Exercise 10

Let s(t)=3sin⁡(2(t−π6))+5s(t) = 3\sin(2(t-\frac{\pi}{6})) + 5. Find the exact absolute maximum and minimum of ss on the provided intervals by testing the endpoints and finding and evaluating all relevant critical numbers of ss.

  1. [π6,7π6][\frac{\pi}{6}, \frac{7\pi}{6}]

  2. [0,π2][0, \frac{\pi}{2}]

  3. [0,2π][0, 2\pi]

  4. [π3,5π6][\frac{\pi}{3}, \frac{5\pi}{6}]

2.5

Adapted from Active Calculus © 2012–2025 Matthew Boelkins. Licensed under CC BY-SA 4.0. Source: Active Calculus. Imported at revision dc86ba3.