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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.
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Artificial Evolution - 14th International Conference, Evolution Artificielle, EA 2019, Mulhouse, France, October 29-30, 2019, Revised Selected Papers (Paperback, 1st ed. 2020)
Lhassane Idoumghar, Pierrick Legrand, Arnaud Liefooghe, Evelyne Lutton, Nicolas Monmarche, …
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R1,557
Discovery Miles 15 570
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Ships in 10 - 15 working days
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This book constitutes the thoroughly refereed post-conference
proceedings of the 14th International Conference on Artificial
Evolution, EA 2019, held in Mulhouse, France, in October 2019. The
16 revised papers were carefully reviewed and selected from 33
submissions. The papers cover a wide range of topics in the field
of artificial evolution, such as evolutionary computation,
evolutionary optimization, co-evolution, artificial life,
population dynamics, theory, algorithmic and modeling,
implementations, application of evolutionary paradigms to the real
world (industry, biosciences...), other biologically-inspired
paradigms (swarm, artificial ants, artificial immune systems,
cultural algorithms...), memetic algorithms, multi-objective
optimization, constraint handling, parallel algorithms, dynamic
optimization, machine learning and hybridization with other soft
computing techniques.
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Evolutionary Computation in Combinatorial Optimization - 19th European Conference, EvoCOP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings (Paperback, 1st ed. 2019)
Arnaud Liefooghe, Luis Paquete
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R1,557
Discovery Miles 15 570
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Ships in 10 - 15 working days
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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.
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