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Matheuristics : algorithms and implementations

By: Maniezzo, Vittorio.
Contributor(s): Boschetti, Marco Antonio | Stutzle, Thomas.
Series: EURO advanced tutorials on operational research, 2364-687X.Publisher: Cham : Springer, 2021Description: xviii, 214 p. ; ill., 25 cm.ISBN: 9783030702762.Subject(s): Heuristic algorithms | Management science | Mathematical optimization | Operations research | Production management | Algorithms | Computer scienceDDC classification: 005.1 Summary: This book is the first comprehensive tutorial on matheuristics. Matheuristics are based on mathematical extensions of previously known heuristics, mainly metaheuristics, and on original, area-specific approaches. This tutorial provides a detailed discussion of both contributions, presenting the pseudocodes of over 40 algorithms, abundant literature references, and for each case a step-by-step description of a sample run on a common Generalized Assignment Problem example. C++ source codes of all algorithms are available in an associated SW repository.
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Books 005.1 MAN (Browse shelf) Available 032633

Includes bibliographical references and index.

This book is the first comprehensive tutorial on matheuristics. Matheuristics are based on mathematical extensions of previously known heuristics, mainly metaheuristics, and on original, area-specific approaches. This tutorial provides a detailed discussion of both contributions, presenting the pseudocodes of over 40 algorithms, abundant literature references, and for each case a step-by-step description of a sample run on a common Generalized Assignment Problem example. C++ source codes of all algorithms are available in an associated SW repository.

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