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.

Vittorio Maniezzo, M.A.B. (2021). Matheuristics, Algorithms and Implementations. Cham : Springer [10.1007/978-3-030-70277-9].

Matheuristics, Algorithms and Implementations

Vittorio Maniezzo;Marco Antonio Boschetti;
2021

Abstract

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.
2021
214
978-3-030-70276-2
978-3-030-70277-9
Vittorio Maniezzo, M.A.B. (2021). Matheuristics, Algorithms and Implementations. Cham : Springer [10.1007/978-3-030-70277-9].
Vittorio Maniezzo, Marco Antonio Boschetti, Thomas Stützle
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/832887
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