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Title
Matheuristics : algorithms and implementations / Vittorio Maniezzo, Marco Antonio Boschetti, Thomas Stützle.
ISBN
9783030702779 (electronic bk.)
3030702774 (electronic bk.)
3030702766
9783030702762
Published
Cham, Switzerland : Springer, [2021]
Language
English
Description
1 online resource
Other Standard Identifiers
10.1007/978-3-030-70277-9 doi
Call Number
QA76.9.A43
Dewey Decimal Classification
005.1
Summary
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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed May 5, 2021).
Series
EURO advanced tutorials on operational research, 2364-687X
Available in Other Form
Print version: 9783030702762
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.
