Evolutionary Computation in Combinatorial Optimization

17th European Conference, EvoCOP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings

Autor: Bin Hu, Manuel López-Ibá?ez

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Editura: Springer International Publishing AG

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This book constitutes the refereed proceedings of the 17th European Conference on Evolutionary Compu...

Informații despre carte

Autor

Bin Hu, Manuel López-Ibá?ez

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2017

Pagini

249

EAN

9783319554525

ISBN

3319554522

Enbook ID

15869819

Editura

Springer International Publishing AG

Greutate

4044

Dimensiuni

155 x 235 x 14

Descriere completă

This book constitutes the refereed proceedings of the 17th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2017, held in Amsterdam, The Netherlands, in April 2017, co-located with the Evo 2017 events EuroGP, EvoMUSART and EvoApplications. The 16 revised full papers presented were carefully reviewed and selected from 39 submissions. The papers cover both empirical and theoretical studies on a wide range of academic and real-world applications. The methods include evolutionary and memetic algorithms, large neighborhood search, estimation of distribution algorithms, beam search, ant colony optimization, hyper-heuristics and matheuristics. Applications include both traditional domains, such as knapsack problem, vehicle routing, scheduling problems and SAT; and newer domains such as the traveling thief problem, location planning for car-sharing systems and spacecraft trajectory optimization. Papers also study important concepts such as pseudo-backbones, phase transitions in local optima networks, and the analysis of operators. This wide range of topics makes the EvoCOP proceedings an important source for current research trends in combinatorial optimization.

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Evolutionary Computation in Combinatorial Optimization

17th European Conference, EvoCOP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings

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