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A Generalized Approach to Envelope Theorems
TLDR
In this paper, a generalized approach to envelope theorems that applies across a broad class of parameterized nonlinear optimization problems that arise typically in economic applications is developed. But the approach is limited to the case where the value function is locally Lipschitz and/or Clarke.Abstract:
We develop a generalized approach to envelope theorems that applies across a broad class of parameterized nonlinear optimization problems that arise typically in economic applications. In particular, we provide su¢ cient conditions under which the value function for a nonconvex, and/or nonsmooth program is locally Lipschitz and/or Clarke �read more
References
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Optimization and nonsmooth analysis
TL;DR: The Calculus of Variations as discussed by the authors is a generalization of the calculus of variations, which is used in many aspects of analysis, such as generalized gradient descent and optimal control.
Journal ArticleDOI
Envelope Theorems for Arbitrary Choice Sets
Paul Milgrom,Ilya Segal +1 more
TL;DR: The standard envelope theorems apply to choice sets with convex and topological structure, providing sufficient conditions for the value function to be differentiable in a parameter and characterizing its derivative as mentioned in this paper.
Journal ArticleDOI
Generalized gradients and applications
Journal ArticleDOI
On the differentiability of the value function in dynamic models of economics
Journal ArticleDOI
Point-to-Set Maps in Mathematical Programming
TL;DR: In this paper, the properties of point-to-set maps are studied from an elementary viewpoint oriented toward applications in mathematical programming, and conditions establishing continuity of extremal value functions and properties of maps determined by inequalities are included.
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