Evolutionary Computation In Combinatorial Optimization

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Evolutionary Computation in Combinatorial Optimization

Author : Leslie Pérez Cáceres
Publisher : Springer Nature
ISBN 13 : 3031300351
Total Pages : 258 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Leslie Pérez Cáceres

Download or read book Evolutionary Computation in Combinatorial Optimization written by Leslie Pérez Cáceres and published by Springer Nature. This book was released on 2023-03-30 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Jens Gottlieb
Publisher : Springer Science & Business Media
ISBN 13 : 3540213678
Total Pages : 252 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Jens Gottlieb

Download or read book Evolutionary Computation in Combinatorial Optimization written by Jens Gottlieb and published by Springer Science & Business Media. This book was released on 2004-03-26 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Carlos Cotta
Publisher : Springer
ISBN 13 : 3642010091
Total Pages : 253 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Carlos Cotta

Download or read book Evolutionary Computation in Combinatorial Optimization written by Carlos Cotta and published by Springer. This book was released on 2009-04-10 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Jano van Hemert
Publisher : Springer Science & Business Media
ISBN 13 : 3540786031
Total Pages : 300 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Jano van Hemert

Download or read book Evolutionary Computation in Combinatorial Optimization written by Jano van Hemert and published by Springer Science & Business Media. This book was released on 2008-03-14 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Arnaud Liefooghe
Publisher : Springer
ISBN 13 : 3319774492
Total Pages : 203 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Arnaud Liefooghe

Download or read book Evolutionary Computation in Combinatorial Optimization written by Arnaud Liefooghe and published by Springer. This book was released on 2018-03-23 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Martin Middendorf
Publisher : Springer
ISBN 13 : 3642371981
Total Pages : 275 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Martin Middendorf

Download or read book Evolutionary Computation in Combinatorial Optimization written by Martin Middendorf and published by Springer. This book was released on 2013-03-12 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2013, held in Vienna, Austria, in April 2013, colocated with the Evo* 2013 events EuroGP, EvoBIO, EvoMUSART, and EvoApplications. The 23 revised full papers presented were carefully reviewed and selected from 50 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, economic, and scientific domains. Prominent examples of metaheuristics are ant colony optimization, evolutionary algorithms, greedy randomized adaptive search procedures, iterated local search, simulated annealing, tabu search, and variable neighborhood search. Applications include scheduling, timetabling, network design, transportation and distribution, vehicle routing, the travelling salesman problem, packing and cutting, satisfiability, and general mixed integer programming.

Evolutionary Computation in Combinatorial Optimization

Author : Peter Merz
Publisher : Springer Science & Business Media
ISBN 13 : 3642203639
Total Pages : 274 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Peter Merz

Download or read book Evolutionary Computation in Combinatorial Optimization written by Peter Merz and published by Springer Science & Business Media. This book was released on 2011-04-19 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2011, held in Torino, Italy, in April 2011. The 22 revised full papers presented were carefully reviewed and selected from 42 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

Author : Carlos Cotta
Publisher : Springer Science & Business Media
ISBN 13 : 3540716149
Total Pages : 251 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Carlos Cotta

Download or read book Evolutionary Computation in Combinatorial Optimization written by Carlos Cotta and published by Springer Science & Business Media. This book was released on 2007-03-30 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2007, held in Valencia, Spain in April 2007. The 21 revised full papers presented were carefully reviewed and selected from 81 submissions. The papers cover evolutionary algorithms as well as various other metaheuristics, like scatter search, tabu search, memetic algorithms, variable neighborhood search, greedy randomized adaptive search procedures, ant colony optimization, and particle swarm optimization algorithms. The papers are specifically dedicat.

Evolutionary Computation in Combinatorial Optimization

Author : Thomas Stützle
Publisher : Springer Nature
ISBN 13 : 3031577124
Total Pages : 206 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Thomas Stützle

Download or read book Evolutionary Computation in Combinatorial Optimization written by Thomas Stützle and published by Springer Nature. This book was released on with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Evolutionary Computation in Combinatorial Optimization

Author : Arnaud Liefooghe
Publisher : Springer
ISBN 13 : 3030167119
Total Pages : 231 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Arnaud Liefooghe

Download or read book Evolutionary Computation in Combinatorial Optimization written by Arnaud Liefooghe and published by Springer. This book was released on 2019-04-10 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Evolutionary Computation in Combinatorial Optimization

Author : Luís Paquete
Publisher : Springer Nature
ISBN 13 : 3030436802
Total Pages : 244 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Luís Paquete

Download or read book Evolutionary Computation in Combinatorial Optimization written by Luís Paquete and published by Springer Nature. This book was released on 2020-04-09 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 20th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EuroGP, EvoMUSART and EvoApplications. The 14 full papers presented in this book 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 combinatorial optimization problems.

Evolutionary Computation in Combinatorial Optimization

Author : Jin-Kao Hao
Publisher : Springer
ISBN 13 : 3642291244
Total Pages : 264 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Jin-Kao Hao

Download or read book Evolutionary Computation in Combinatorial Optimization written by Jin-Kao Hao and published by Springer. This book was released on 2012-03-23 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2012, held in Málaga, Spain, in April 2012, colocated with the Evo* 2012 events EuroGP, EvoBIO, EvoMUSART, and EvoApplications. . The 22 revised full papers presented were carefully reviewed and selected from 48 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, economic, 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

Author : Peter I. Cowling
Publisher : Springer
ISBN 13 : 364212139X
Total Pages : 290 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Peter I. Cowling

Download or read book Evolutionary Computation in Combinatorial Optimization written by Peter I. Cowling and published by Springer. This book was released on 2010-04-03 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2010, held in Instanbul, Turkey, in April 2010. The 24 revised full papers presented were carefully reviewed an 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 radomized adaptive search procedures, estimation of distribution algorithms and ant colony opitmization.

Evolutionary Computation in Combinatorial Optimization

Author : Günther R. Raidl
Publisher : Springer
ISBN 13 : 3540319964
Total Pages : 271 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Günther R. Raidl

Download or read book Evolutionary Computation in Combinatorial Optimization written by Günther R. Raidl and published by Springer. This book was released on 2005-02-26 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of EvoCOP 2005, the 5th European Conference on Evolutionary Computation in Combinatorial Optimization. It was held in Lausanne, Switzerland, on 30 March–1 April 2005...

Evolutionary Computation in Combinatorial Optimization

Author : Gabriela Ochoa
Publisher : Springer
ISBN 13 : 3319164686
Total Pages : 235 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Gabriela Ochoa

Download or read book Evolutionary Computation in Combinatorial Optimization written by Gabriela Ochoa and published by Springer. This book was released on 2015-03-14 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2015, held in Copenhagen, Denmark, in April 2015, co-located with the Evo*2015 events EuroGP, EvoMUSART and EvoApplications. The 19 revised full papers presented were carefully reviewed and selected from 46 submissions. The papers cover methodology, applications and theoretical studies. The methods included evolutionary and memetic (hybrid) algorithms, iterated local search, variable neighbourhood search, ant colony optimization, artificial immune systems, hyper-heuristics and other adaptive approaches. The applications include both traditional domains, such as graph coloring, knapsack, vehicle routing, job-shop scheduling, the p-median and the orienteering problems; and new(er) domains such as designing deep recurrent neural networks, detecting network community structure, lock scheduling of ships, cloud resource management, the fire-fighter problem and AI planning. The theoretical studies involved approximation ratio, runtime and black-box complexity analyses.

Evolutionary Computation in Combinatorial Optimization

Author : Francisco Chicano
Publisher : Springer
ISBN 13 : 3319306987
Total Pages : 267 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Francisco Chicano

Download or read book Evolutionary Computation in Combinatorial Optimization written by Francisco Chicano and published by Springer. This book was released on 2016-03-15 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Evolutionary Computation in Combinatorial Optimization

Author : Leslie Pérez Cáceres
Publisher : Springer Nature
ISBN 13 : 3031041488
Total Pages : 222 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Leslie Pérez Cáceres

Download or read book Evolutionary Computation in Combinatorial Optimization written by Leslie Pérez Cáceres and published by Springer Nature. This book was released on 2022-04-03 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 22nd European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2022, held as part of Evo*2022, in Madrid, Spain, during April 20-21, 2022, co-located with the Evo*2022 events: EvoMUSART, EvoApplications, and EuroGP. The 13 revised full papers presented in this book were carefully reviewed and selected from 28 submissions. They present recent theoretical and experimental advances in combinatorial optimization, evolutionary algorithms, and related research fields.