Matheuristics : Algorithms and Implementations / by Vittorio Maniezzo, Marco Antonio Boschetti, Thomas Stützle
(EURO Advanced Tutorials on Operational Research. ISSN:23646888)
| Publisher | (Cham : Springer International Publishing : Imprint: Springer) |
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| Year | 2021 |
| Edition | 1st ed. 2021. |
| Authors | *Maniezzo, Vittorio author Boschetti, Marco Antonio author Stützle, Thomas author SpringerLink (Online service) |
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| Links to the text | Location | Volume | Call No. | Barcode No. | Status | Comments | ISBN | Printed | Restriction | Reserve |
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| Links to the text | Library Off-campus access |
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OB00162324 | Springer Business and Management eBooks (電子ブック) | 9783030702779 |
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| Material Type | E-Book |
|---|---|
| Media type | 機械可読データファイル |
| Size | XVIII, 214 p. 41 illus., 22 illus. in color : online resource |
| Notes | 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 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 HTTP:URL=https://doi.org/10.1007/978-3-030-70277-9 |
| Subjects | LCSH:Production management LCSH:Operations research LCSH:Management science LCSH:Algorithms LCSH:Computer science—Mathematics LCSH:Mathematical optimization FREE:Operations Management FREE:Operations Research, Management Science FREE:Algorithms FREE:Mathematical Applications in Computer Science FREE:Optimization |
| Classification | LCC:TS155-194 DC23:658.5 |
| ID | 8000074126 |
| ISBN | 9783030702779 |
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