Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10782)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: EvoCOP 2018.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (13 papers)
-
Front Matter
-
Back Matter
Other volumes
-
Evolutionary Computation in Combinatorial Optimization
Keywords
- artificial intelligence
- automatic algorithm configuration
- combinatorial optimization
- evolutionary algorithms
- genetic algorithms
- graph theory
- heuristic algorithms
- heuristic methods
- local optima
- multiobjective optimization
- runtime analysis
- problem solving
- scheduling algorithms
- scheduling problem
- search methodologies
- simulated annealing
- tabu search
- algorithm analysis and problem complexity
- data structures
About this book
This book constitutes the refereed proceedings of the 18th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2018, held in Parma, Italy, in April 2018, co-located with the Evo* 2018 events EuroGP, EvoMUSART and EvoApplications.
The 12 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 by means of automatic algorithm configuration and hyper-heuristics. Applicationscover conventional academic domains such as NK landscapes, binary quadratic programming, traveling salesman, vehicle routing, or scheduling problems, and also include real-world domains in clustering, commercial districting and winner determination.
Editors and Affiliations
Bibliographic Information
Book Title: Evolutionary Computation in Combinatorial Optimization
Book Subtitle: 18th European Conference, EvoCOP 2018, Parma, Italy, April 4–6, 2018, Proceedings
Editors: Arnaud Liefooghe, Manuel López-Ibáñez
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-77449-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG, part of Springer Nature 2018
Softcover ISBN: 978-3-319-77448-0Published: 03 March 2018
eBook ISBN: 978-3-319-77449-7Published: 23 March 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIV, 189
Number of Illustrations: 31 b/w illustrations
Topics: Numeric Computing, Algorithm Analysis and Problem Complexity, Artificial Intelligence, Discrete Mathematics in Computer Science, Data Structures