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Theorem 3. Let C R be an open interval. 1. f: C!R is concave i for any a;b;c2C, with a<b<c, f(b) f(a) b a f(c) f(b) c b; and, f(b) f(a) b a f(c) f(a) c a: For strict concavity, the inequalities are strict. 2. f: C!R is convex i for any a;b;c2C, with a<b<c, f(b) f(a) b a f(c) f(b) c b; and, f(b) f(a) b a f(c) f(a) c a:
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Definition 1. A function f : S ⊂ Rn → R defined on a convex set S is concave if for any two points x1 x2 ∈ , S and for any λ ∈ [0, 1] we have: λx1 (1 − λ) x2 ≥ λf(x1) (1 − λ)f(x2) + +. is called strictly concave if for any two points x1 , x2 ∈ S and for any λ ∈ (0, 1) we have: λx1 (1 − λ) x2 > λf(x1) (1 − λ)f(x2) + +.
The following notions of concavity are used to describe the increase and decrease of the slope of the tangent to a curve. Concavity If the function f(x) is differentiable on the interval a x b, then the graph of f is. concave upward on a x b if f is increasing on the interval concave downward on a x b if f is decreasing on the interval.
The analysis of quadratic functions from Chapter 1 becomes a fundamental tool for describing behavior that is beyond the linear approximation, such as bending (convexity/concavity).
Intervals of Concavity Date_____ Period____ For each problem, find the x-coordinates of all points of inflection, find all discontinuities, and find the open intervals where the function is concave up and concave down.
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The function f(x) = ex is convex, while f(x) = lnx is concave. It’s also possible to have flat spots in the graph of a convex or concave function. Figure 21.1.3: This function is convex, but not strictly convex. The flat portions of the graph rule out strict convexity.
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Definition. If f (x) is differentiable on the interval a < x < b, then the graph of f is. concave upward on a < x ′ < b if f is increasing on the interval. concave downward on a < x < b if f ′ is decreasing on the interval.
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