Matheuristics: Algorithms and Implementations

by Vittorio Maniezzo; Marco Antonio Boschetti; Thomas Stützle | Springer | eText ISBN 9783030702779
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...

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About this book

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.

Book details

  • Author: Vittorio Maniezzo; Marco Antonio Boschetti; Thomas Stützle
  • Publisher: Springer
  • eText ISBN: 9783030702779
  • Print ISBN: 9783030702762
  • Format: Reflowable Layout
  • Language: en
  • Copyright: 2021