| Description |
1 online resource (xiv, 213 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science ; 11452 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 11452.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
1. A cooperative optimization approach for distributing service points in mobility applications / Thomas Jatschka, Tobias Rodemann, and Günther R. Raidl -- 2. A binary algebraic differential evolution for the multidimensional two-way number partitioning problem / Valentino Santucci, Marco Baioletti, Gabriele Di Bari, and Alfredo Milani -- 3. A new representation in genetic programming for evolving dispatching rules for dynamic flexible job shop scheduling / Fangfang Zhang, Yi Mei, and Mengjie Zhang -- 4. An iterated local search algorithm for the two-machine flow shop problem with buffers and constant processing times on one machine / Hoang Thanh Le, Philine Geser, and Martin Middendorf -- 5. Route planning for a fleet of electric vehicles with waiting times at charging stations / Baoxiang Li, Shashi Shekhar Jha, and Hoong Chuin Lau -- 6. Multiple periods vehicle routing problems : a case study / Bilal Messaoudi, Ammar Oulamara, and Nastaran Rahmani -- 7. Rigorous performance analysis of state-of-the-art TSP heuristic solvers / Paul McMenemy, Nadarajen Veerapen, Jason Adair, and Gabriela Ochoa -- 8. Runtime analysis of discrete particle swarm optimization applied to shortest paths computation / Alexander Raß, Jonas Schreiner, and Rolf Wanka -- 9. Quasi-optimal recombination operator / Francisco Chicano, Gabriela Ochoa, Darrell Whitley, and Renato Tinós -- 10. Insights into the feature selection problem using local Optima networks / Werner Mostert, Katherine M. Malan, Gabriela Ochoa, and Andries P. Engelbrecht |
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11. Clarifying the difference in local Optima network sampling algorithms / Sarah L. Thomson, Gabriela Ochoa, and Sébastien Verel -- 12. A unifying view on recombination spaces and abstract convex evolutionary search / Marcos Diez García and Alberto Moraglio -- 13. Program trace optimization with constructive heuristics for combinatorial problems / James McDermott and Alberto Moraglio -- C1. Correction to: Multiple periods vehicle routing problems : a case study / Bilal Messaoudi, Ammar Oulamara, and Nastaran Rahmani |
| Summary |
This book constitutes the refereed proceedings of the 19th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2019, held as part of Evo* 2019, in Leipzig, Germany, in April 2019, co-located with the Evo* 2019 events EuroGP, EvoMUSART and EvoApplications. The 14 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers cover a wide spectrum of topics, ranging from the foundations of evolutionary computation algorithms and other search heuristics to their accurate design and application to both single- and multi-objective combinatorial optimization problems. Fundamental and methodological aspects deal with runtime analysis, the structural properties of fitness landscapes, the study of metaheuristics core components, the clever design of their search principles, and their careful selection and configuration. Applications cover domains such as scheduling, routing, partitioning and general graph problems |
| Notes |
International conference proceedings |
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Includes author index |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed April 22, 2019) |
| In |
Springer eBooks |
| Subject |
Evolutionary computation -- Congresses
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Combinatorial optimization -- Data processing -- Congresses
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Evolutionary programming (Computer science) -- Congresses
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Artificial intelligence.
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Software
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Artificial Intelligence
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software.
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artificial intelligence.
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Combinatorial optimization -- Data processing
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Evolutionary computation
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Evolutionary programming (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Liefooghe, Arnaud, editor.
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Paquete, Luís, editor
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EVOSTAR (Conference) (2019 : Leipzig, Germany)
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| ISBN |
9783030167110 |
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3030167119 |
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3030167100 |
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9783030167103 |
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9783030167127 |
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3030167127 |
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