Matheuristics
Algorithms and Implementations
Textbook © 2021
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Maniezzo, Vittorio, Boschetti, Marco Antonio, Stützle, Thomas 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. |
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.
Keywords: Combinatorial optimization, Heuristic algorithms, Mathematical optimization, Metaheuristics, Generalized assignment, Prescriptive analytics, Operational analytics, Algorithmic Complexity
This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 International License and the GNU Free Documentation License (unversioned, with no invariant sections, front-cover texts, or back-cover texts).
