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Evaluation Complexity of Algorithms for Nonconvex Optimization: Theory, Computation, and Perspectives
Language: en
Pages: 529
Authors: Coralia Cartis
Categories: Mathematical optimization
Type: BOOK - Published: 2022 - Publisher:

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One of the most popular ways to assess the "effort" needed to solve a problem is to count how many evaluations of the problem functions (and their derivatives)
Evaluation Complexity of Algorithms for Nonconvex Optimization
Language: en
Pages: 549
Authors: Coralia Cartis
Categories: Mathematics
Type: BOOK - Published: 2022-07-06 - Publisher: SIAM

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A popular way to assess the “effort” needed to solve a problem is to count how many evaluations of the problem functions (and their derivatives) are require
Trust Region Methods
Language: en
Pages: 960
Authors: A. R. Conn
Categories: Mathematics
Type: BOOK - Published: 2000-01-01 - Publisher: SIAM

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Mathematics of Computing -- General.
Global Optimization with Non-Convex Constraints
Language: en
Pages: 717
Authors: Roman G. Strongin
Categories: Mathematics
Type: BOOK - Published: 2013-11-09 - Publisher: Springer Science & Business Media

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Everything should be made as simple as possible, but not simpler. (Albert Einstein, Readers Digest, 1977) The modern practice of creating technical systems and
Global Optimization
Language: en
Pages: 439
Authors: Marco Locatelli
Categories: Mathematics
Type: BOOK - Published: 2013-10-16 - Publisher: SIAM

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This volume contains a thorough overview of the rapidly growing field of global optimization, with chapters on key topics such as complexity, heuristic methods,
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