Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9595)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): EvoCOP: European Conference on Evolutionary Computation in Combinatorial Optimization (Part of EvoStar)
Conference proceedings info: EvoCOP 2016.
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Table of contents (17 papers)
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Front Matter
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Back Matter
About this book
This
book constitutes the refereed proceedings of the 16th European Conference on
Evolutionary Computation in Combinatorial Optimization, EvoCOP 2016, held in Porto,
Portugal, in March/April 2016, co-located with the Evo*2015 events EuroGP,
EvoMUSART and EvoApplications.
The
17 revised full papers presented were carefully reviewed and selected from 44
submissions. The papers cover methodology, applications and theoretical studies. The
methods included evolutionary and memetic algorithms, variable neighborhood
search, particle swarm optimization, hyperheuristics, mat-heuristic and other
adaptive approaches. Applications included both traditional domains, such as
graph coloring, vehicle routing, the longest common subsequence problem, the
quadratic assignment problem; and new(er) domains such as the traveling thief
problem, web service location, and finding short addition chains. The
theoretical studies involved fitness landscape analysis, local search and recombination
operator analysis, and the big valley search space hypothesis. The
consideration of multiple objectives, dynamic and noisy environments was also
present in a number of articles.
Keywords
- Evolutionary algorithms
- Hyper-heuristics
- Metaheuristics
- Multi-objective optimisation
- Particle swarm optimisation
- Ant colony optimization
- Artificial immune systems
- Combinatorial optimisation
- Discrete space search
- Estimation of distribution algorithms
- Genetic algorithms
- Graph problem
- Local optima networks
- Permutation problems
- Quadratic assignment
- Scheduling
- Search methodologies
- Timetabling
- Travelling thief problem
- Vehicle routing
Editors and Affiliations
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University of Málaga, Málaga, Spain
Francisco Chicano
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Austrian Insttitute of Technology, Vienna, Austria
Bin Hu
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University of Granada, Granada, Spain
Pablo García-Sánchez
Bibliographic Information
Book Title: Evolutionary Computation in Combinatorial Optimization
Book Subtitle: 16th European Conference, EvoCOP 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings
Editors: Francisco Chicano, Bin Hu, Pablo García-Sánchez
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-30698-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-30697-1Published: 16 March 2016
eBook ISBN: 978-3-319-30698-8Published: 15 March 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XII, 267
Number of Illustrations: 58 b/w illustrations, 1 illustrations in colour
Topics: Numeric Computing, Algorithm Analysis and Problem Complexity, Discrete Mathematics in Computer Science, Computation by Abstract Devices, Artificial Intelligence