Concavity of Differentiable Functions
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Definition
Let $f$ be a differentiable real function on some interval $\mathbb I$.
Upward Concavity
The graph of $f$ is said to be concave upward on $\mathbb I$ iff:
- $\forall x_1,x_2 \in \mathbb I : x_1 > x_2 \implies f'(x_1) > f'(x_2)$
This is (for differentiable functions) equivalent to $f$ being convex.
Proof of this claim is given in Derivative of Convex or Concave Function.
Downward Concavity
The graph of $f$ is said to be concave downward on $\mathbb I$ iff:
- $\forall x_1,x_2 \in \mathbb I : x_1 > x_2 \implies f'(x_1) < f'(x_2)$
This is (for differentiable functions) equivalent to $f$ being concave.
Proof of this claim is given in Derivative of Convex or Concave Function.
Sources
- Roland E. Larson, Robert P. Hostetler and Bruce H. Edwards: Calculus: 8th Edition (2005): $\S 3.3, \S3.4$
- For a video presentation of the contents of this page, visit the Khan Academy.