Evolutionary Computation in Combinatorial Optimization
15th European Conference, EvoCOP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings
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Beschreibung
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.
Includes supplementary material: sn.pub/extras
Autor*in
Gabriela Ochoa
Themen in »Evolutionary Computation in Combinatorial Optimization«
Ant Colony Optimization Artificial Immune Systems Combinatorial Optimisation Discrete Space Search Estimation of Distribution Algorithms Evolutionary Algorithms Genetic Algorithms Graph Problems Hyper-Heuristics Metaheuristics Multi-Objective Optimization Packing and Cutting problems Scheduling Search Methodologies Timetabling