Evolutionary Computation in Combinatorial Optimization

Evolutionary Computation in Combinatorial Optimization
Title Evolutionary Computation in Combinatorial Optimization PDF eBook
Author Leslie Pérez Cáceres
Publisher Springer Nature
Total Pages 258
Release 2023-03-30
Genre Computers
ISBN 3031300351

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This book constitutes the refereed proceedings of the 23rd European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2023, held as part of Evo*2023, in Brno, Czech Republic in April 2023, co-located with the Evo*2023 events: EvoMUSART, EvoApplications, and EuroGP. The 15 revised full papers presented in this book were carefully reviewed and selected from 32 submissions. They present recent theoretical and experimental advances in combinatorial optimization, evolutionary algorithms, and related research fields.

Evolutionary Computation in Combinatorial Optimization

Evolutionary Computation in Combinatorial Optimization
Title Evolutionary Computation in Combinatorial Optimization PDF eBook
Author Jens Gottlieb
Publisher Springer Science & Business Media
Total Pages 252
Release 2004-03-26
Genre Computers
ISBN 3540213678

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This book constitutes the refereed proceedings for the 4th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2004, held in Coimbra, Portugal, in April together with EuroGP 2004 and six workshops on evolutionary computing. The 23 revised full papers presented were carefully reviewed and selected from 86 submissions. Among the topics addressed are evolutionary algorithms as well as metaheuristics like memetic algorithms, ant colony optimization, and scatter search; the papers are dealing with representations, operators, search spaces, adaptation, comparison of algorithms, hybridization of different methods, and theory. Among the combinatorial optimization problems studied are graph coloring, network design, cutting, packing, scheduling, timetabling, traveling salesman, vehicle routing, and various other real-world applications.

Evolutionary Computation in Combinatorial Optimization

Evolutionary Computation in Combinatorial Optimization
Title Evolutionary Computation in Combinatorial Optimization PDF eBook
Author Thomas Stützle
Publisher Springer Nature
Total Pages 206
Release
Genre
ISBN 3031577124

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Evolutionary Computation in Combinatorial Optimization

Evolutionary Computation in Combinatorial Optimization
Title Evolutionary Computation in Combinatorial Optimization PDF eBook
Author Carlos Cotta
Publisher Springer
Total Pages 264
Release 2009-04-10
Genre Computers
ISBN 3642010091

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This book constitutes the refereed proceedings of the 9th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2009, held in Tübingen, Germany, in April 2009. The 21 revised full papers presented were carefully reviewed and selected from 53 submissions. The papers present the latest research and discuss current developments and applications in metaheuristics - a paradigm to effectively solve difficult combinatorial optimization problems appearing in various industrial, economical, and scientific domains. Prominent examples of metaheuristics are evolutionary algorithms, simulated annealing, tabu search, scatter search, memetic algorithms, variable neighborhood search, iterated local search, greedy randomized adaptive search procedures, estimation of distribution algorithms and ant colony optimization.

Evolutionary Computation in Combinatorial Optimization

Evolutionary Computation in Combinatorial Optimization
Title Evolutionary Computation in Combinatorial Optimization PDF eBook
Author Arnaud Liefooghe
Publisher Springer
Total Pages 203
Release 2018-03-23
Genre Computers
ISBN 3319774492

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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.

Evolutionary Computation in Combinatorial Optimization

Evolutionary Computation in Combinatorial Optimization
Title Evolutionary Computation in Combinatorial Optimization PDF eBook
Author Jano van Hemert
Publisher Springer Science & Business Media
Total Pages 300
Release 2008-03-14
Genre Computers
ISBN 3540786031

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This book constitutes the refereed proceedings of the 8th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2008, held in Naples, Italy, in March 2008. The 24 revised full papers presented were carefully reviewed and selected from 69 submissions. The papers present the latest research and discuss current developments and applications in metaheuristics - a paradigm to effectively solve difficult combinatorial optimization problems appearing in various industrial, economical, and scientific domains. Prominent examples of metaheuristics are evolutionary algorithms, simulated annealing, tabu search, scatter search, memetic algorithms, variable neighborhood search, iterated local search, greedy randomized adaptive search procedures, estimation of distribution algorithms and ant colony optimization.

Evolutionary Computation in Combinatorial Optimization

Evolutionary Computation in Combinatorial Optimization
Title Evolutionary Computation in Combinatorial Optimization PDF eBook
Author Arnaud Liefooghe
Publisher Springer
Total Pages 231
Release 2019-04-10
Genre Computers
ISBN 3030167119

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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.