4.5 Article Proceedings Paper

Towards global bilevel dynamic optimization

Journal

JOURNAL OF GLOBAL OPTIMIZATION
Volume 45, Issue 1, Pages 63-93

Publisher

SPRINGER
DOI: 10.1007/s10898-008-9395-6

Keywords

Bilevel program; Dynamic optimization; Nonconvex optimization; Global optimization; Scenario-integrated optimization

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The global solution of bilevel dynamic optimization problems is discussed. An overview of a deterministic algorithm for bilevel programs with nonconvex functions participating is given, followed by a summary of deterministic algorithms for the global solution of optimization problems with nonlinear ordinary differential equations embedded. Improved formulations for scenario-integrated optimization are proposed as bilevel dynamic optimization problems. Solution procedures for some of the problems are given, while for others open challenges are discussed. Illustrative examples are given.

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