Lukas' Notes

Definition

Exponential Tangent Inequality

For every , the natural exponential function lies above its tangent line at :

Equality holds if and only if . Equivalently, replacing by gives

Proof

Proof

Let . Since

is strictly convex. A differentiable convex function lies above each of its tangent lines:

Taking yields

Strictly convexity makes equality possible only at the tangency point . Substituting for yields .