Matheuristics algorithms and implementations / [electronic resource] :

• 作者： Maniezzo, Vittorio.
• 其他作者：
  • Boschetti, Marco Antonio.
  • Stutzle, Thomas.
  • SpringerLink (Online service)
• 其他題名：
  • EURO advanced tutorials on operational research.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： EURO advanced tutorials on operational research,
• 主題： Heuristic algorithms. , Operations Management. , Operations Research, Management Science. , Algorithms. , Mathematical Applications in Computer Science. , Optimization.
• ISBN： 9783030702779 (electronic bk.) 、 9783030702762 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Part I: Contextual Issues -- 1. The Generalized Assignment Problem -- 2. Automatic Design for Matheuristics -- Part II: Metaheuristic Hybrids -- 3. Single Solution Metaheuristics -- 4. Population-Based metaheuristics -- Part III: Original Matheuristics -- 5. Diving Heuristics -- 6. Very Large-Scale Neighborhood Search -- 7. Decomposition Based Heuristics -- 8. Corridor Method -- 9. Kernel Search -- 10. Fore-and-Back.
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• 摘要註: 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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