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Evolutionary Multi-Objective Optimization and Visualization
2006Self-Organizing Maps (SOMs) have been used to visualize tradeoffs of Pareto solutions in the objective function space for engineering design obtained by Evolutionary Computation. Furthermore, based on the codebook vectors of cluster-averaged values of respective design variables obtained from the SOM, the design variable space is mapped onto another ...
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Approximation-guided Evolutionary Multi-objective Optimization
2011Multi-objective optimization problems arise frequently in applications but can often only be solved approximately by heuristic approaches. Evolutionary algorithms have been widely used to tackle multi-objective problems. These algorithms use different measures to ensure diversity in the objective space but are not guided by a formal notion of ...
Bringmann, K. ; https://orcid.org/0000-0003-1356-5177 +3 more
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Evolutionary multi-objective optimization
Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2020openaire +1 more source
Advances in Evolutionary Multi-objective Optimization
Swarm and Evolutionary Computation, 2018Slim Bechikh +1 more
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Parallel Multi-Objective Evolutionary Algorithm for Constrained Multi-Objective Optimization
2023 24th International Arab Conference on Information Technology (ACIT), 2023Leyla Belaiche +4 more
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Multi-Objective Factored Evolutionary Optimization and the Multi-Objective Knapsack Problem
2022 IEEE Congress on Evolutionary Computation (CEC), 2022Amy Peerlinck, John Sheppard
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Regularity-based evolutionary multi-objective optimization review
Swarm and Evolutionary ComputationYulan Lu +9 more
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