Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11452)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: EvoCOP 2019.
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About this book
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.Similar content being viewed by others
Keywords
- artificial intelligence
- automatic algorithm configuration
- combinatorial mathematics
- combinatorial optimization
- combinatorial problems
- evolutionary algorithms
- genetic algorithms
- graph theory
- heuristic methods
- local optima
- metaheuristics
- particle swarm optimization (pso)
- problem solving
- routing protocols
- runtime analysis
- search spaces
- simulated annealing
- stochastic local search
- traveling salesman problem
- algorithm analysis and problem complexity
- data structures
Table of contents (14 papers)
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Front Matter
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Back Matter
Other volumes
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Evolutionary Computation in Combinatorial Optimization
Editors and Affiliations
Bibliographic Information
Book Title: Evolutionary Computation in Combinatorial Optimization
Book Subtitle: 19th European Conference, EvoCOP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings
Editors: Arnaud Liefooghe, Luís Paquete
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-16711-0
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-16710-3Published: 28 March 2019
eBook ISBN: 978-3-030-16711-0Published: 10 April 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIV, 213
Number of Illustrations: 23 b/w illustrations, 34 illustrations in colour
Topics: Numeric Computing, Algorithm Analysis and Problem Complexity, Artificial Intelligence, Discrete Mathematics in Computer Science, Data Structures