Evolutionary Computation in Combinatorial Optimization 18th European Conference, EvoCOP 2018, Parma, Italy, April 4-6, 2018, Proceedings

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...

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Bibliographic Details
Main Authors Liefooghe, Arnaud, López-Ibáñez, Manuel
Format eBook Conference Proceeding
LanguageEnglish
Published Cham Springer Nature 2018
Springer International Publishing AG
Springer International Publishing
Springer
Edition1
SeriesLecture Notes in Computer Science
Subjects
Algorithm Analysis and Problem Complexity
Artificial Intelligence
Combinatorial optimization
Computer programming, programs, data
Computer Science
Data Structures
Discrete Mathematics in Computer Science
Evolutionary computation
Evolutionary computation-Congresses
Numeric Computing
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Summary: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. Applications cover 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.
ISBN:9783319774497
3319774492
9783319774480
3319774484
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-319-77449-7