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Applications of Differentiation Section 4.1 Maximum and Minimum Values Applications of Differentiation Maxima and Minima Applications of Maxima and Minima Absolute Extrema Let f be a function defined on a domain D Absolute Maximum Absolute Minimum Absolute Extrema A function f has an absolute (global) maximum at x = c if f (x) f (c) for all x in the domain D of f. The number f (c) is called the absolute maximum value of f in D Absolute Maximum f (c ) c Absolute Extrema A function f has an absolute (global) minimum at x = c if f (c) f (x) for all x in the domain D of f. The number f (c) is called the absolute minimum value of f in D c f (c ) Absolute Minimum Generic Example y 8 7 6 5 4 3 2 1 x -3 -2 -1 1 -1 2 3 4 5 6 Generic Example y 8 7 6 5 4 3 2 1 x -3 -2 -1 1 -1 2 3 4 5 6 Generic Example y 8 7 6 5 4 3 2 1 x -3 -2 -1 1 -1 2 3 4 5 6 Relative Extrema A function f has a relative (local) maximum at x c if there exists an open interval (r, s) containing c such that f (x) f (c) for all r x s. Relative Maxima Relative Extrema A function f has a relative (local) minimum at x c if there exists an open interval (r, s) containing c such that f (c) f (x) for all r x s. Relative Minima Fermat’s Theorem If a function f has a local maximum or minimum at c, and if f (c ) exists, then f (c) 0 Proof: Assume f has a maximum f (c h ) f (c ) f (c) lim h 0 h f (c h ) f (c ) lim h 0 h f (c h ) f (c ) lim h 0 h f ( c h ) f (c ) f (c h ) f (c ) 0 if h 0 h f ( c h ) f (c ) f (c) lim 0 if h 0 h 0 h f ( c h ) f (c ) f (c h ) f (c ) 0 if h 0 h f ( c h ) f (c ) f (c) lim 0 if h 0 h 0 h f (c) 0 and f (c) 0 Then f (c) 0 The Absolute Value of x. f ( x) x f (0) DNE 1 if x 0 f ( x) 1 if x 0 Generic Example y 8 f ( x) 0 7 6 5 4 3 f ( x) DNE 2 1 x -3 -2 -1 1 2 3 4 5 6 -1 The corresponding values of x are called Critical Points of f Critical Points of f A critical number of a function f is a number c in the domain of f such that a. f (c) 0 (stationary point) b. f (c ) does not exist (singular point) Candidates for Relative Extrema 1.Stationary points: any x such that x is in the domain of f and f '(x) 0. 2.Singular points: any x such that x is in the domain of f and f '(x) undefined 3. Remark: notice that not every critical number correspond to a local maximum or local minimum. We use “local extrema” to refer to either a max or a min. Fermat’s Theorem If a function f has a local maximum or minimum at c, then c is a critical number of f Notice that the theorem does not say that at every critical number the function has a local maximum or local minimum Generic Example y 8 f ( x) 0 7 not a local extrema 6 5 4 3 f ( x) DNE 2 not a local extrema 1 x -3 -2 -1 1 2 3 4 5 6 -1 Two critical points of f that do not correspond to local extrema Example Find all the critical numbers of f ( x) 3 x 3 3 x . x2 1 f ( x) 3 x 3 3x 2 Stationary points: x 1 Singular points: x 0, 3 Graph of f ( x) x 3 x . 3 3 y Local max. f (1) 3 2 2 1 x -2 -1 1 2 3 -1 -2 -3 Local min. f (1) 3 2 Extreme Value Theorem If a function f is continuous on a closed interval [a, b], then f attains an absolute maximum and absolute minimum on [a, b]. Each extremum occurs at a critical number or at an endpoint. a b Attains max. and min. a b a b Attains min. but not max. No min. and no max. Open Interval Not continuous Finding absolute extrema on [a , b] 1. Find all critical numbers for f (x) in (a,b). 2. Evaluate f (x) for all critical numbers in (a,b). 3. Evaluate f (x) for the endpoints a and b of the interval [a,b]. 4. The largest value found in steps 2 and 3 is the absolute maximum for f on the interval [a , b], and the smallest value found is the absolute minimum for f on [a,b]. Example 1 Find the absolute extrema of f ( x) x 3 x on ,3 . 2 2 f ( x) 3x 6 x 3x( x 2) 3 2 Critical values of f inside the interval (-1/2,3) are x = 0, 2 Evaluate f (0) 0 Absolute Max. f (2) 4 Absolute Min. 7 1 f 8 2 f 3 0 Absolute Max. Example 1 Find the absolute extrema of f ( x) x 3 x on ,3 . 2 3 2 Critical values of f inside the interval (-1/2,3) are x = 0, 2 Absolute Max. -2 -1 1 2 3 4 5 6 Absolute Min. -5 Example 1 Find the absolute extrema of f ( x) x 3x on ,1 . 2 2 f ( x) 3x 6 x 3x( x 2) 3 2 Critical values of f inside the interval (-1/2,1) is x = 0 only Evaluate f (0) 0 Absolute Max. 7 1 f 8 2 f 1 2 Absolute Min. Example 1 Find the absolute extrema of f ( x) x 3x on ,1 . 2 2 f ( x) 3x 6 x 3x( x 2) 3 2 Critical values of f inside the interval (-1/2,1) is x = 0 only Absolute Max. -2 -1 1 2 3 4 5 6 Absolute Min. -5