Matheuristics : algorithms and implementations
- Cham : Springer, 2021
- xviii, 214 p. ; ill., 25 cm
- EURO advanced tutorials on operational research, 2364-687X .
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.
9783030702762
Heuristic algorithms Management science Mathematical optimization Operations research Production management Algorithms Computer science