when is a graph concave up second derivative
A graph of a function y=f(x)y=f(x)y=f(x) is concave up on an interval when its second derivative is positive on that interval, that is f′′(x)>0f''(x)>0f′′(x)>0.
Intuition: What “concave up” means
- Concave up looks like a cup or a bowl opening upward; tangent lines lie below the curve.
- As you move to the right, the slope of the graph is increasing (it may be going up faster, or going down more slowly).
A classic example is f(x)=x2f(x)=x^2f(x)=x2, which has f′′(x)=2>0f''(x)=2>0f′′(x)=2>0 everywhere, so its graph is concave up for all real xxx.
Second derivative rule (the key test)
Let fff be twice differentiable on an interval.
- If f′′(x)>0f''(x)>0f′′(x)>0 for all xxx in an interval, then the graph of y=f(x)y=f(x)y=f(x) is concave up on that interval.
- If f′′(x)<0f''(x)<0f′′(x)<0 on an interval, the graph is concave down there.
- Points where f′′(x)f''(x)f′′(x) changes sign (from + to − or − to +) are candidates for inflection points , where concavity changes.
So, “when is a graph concave up?”
Exactly when the second derivative is positive on that region:
f′′(x)>0f''(x)>0f′′(x)>0.
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