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Theorem

Danskin's Theorem

Analysis

Danskin's theorem, in convex analysis, gives a formula for the derivative of a function defined as the pointwise maximum over a family of functions. It has applications in optimization, including the solution of minimax problems; J. M. Danskin proved the original version in a 1967 monograph, giving a formula for the directional derivative of the maximum of a directionally differentiable function that need not be convex, and Dimitri Bertsekas proved an extension to more general conditions in 1971. This description is adapted from Wikipedia contributors under CC BY-SA 4.0; changes were made. https://creativecommons.org/licenses/by-sa/4.0/

Facts
Classification
Statement Form
Identity or Equation 1
Connections

Has Statement Form

Equation, Concepts

Entity-backed identity for the statement-form enum value this theorem already carries, resolved to a mathematics concept by an explicit value-to-entity map (phase 3 bucket conversion, docs\design_entity_backed_browse_buckets_20260928.md). The statement-form fact itself stays on the theorem unchanged.

Identity, Concepts

Entity-backed identity for the statement-form enum value this theorem already carries, resolved to a mathematics concept by an explicit value-to-entity map (phase 3 bucket conversion, docs\design_entity_backed_browse_buckets_20260928.md). The statement-form fact itself stays on the theorem unchanged.

Sources
1. Danskin's Theorem (Wikipedia)
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