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Titlebook: Evolutionary Computation in Combinatorial Optimization; 16th European Confer Francisco Chicano,Bin Hu,Pablo García-Sánchez Conference proce

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Evolutionary Computation in Combinatorial Optimization16th European Confer
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A Property Preserving Method for Extending a Single-Objective Problem Instance to Multiple Objectivvior of metaheuristics for the multi-objective TSP are investigated. Some properties of the new method are shown theoretically. In an empirical analysis the new method is compared with instance generation methods from the literature.
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Limits to Learning in Reinforcement Learning Hyper-heuristics,l-known combinatorial optimisation problems, . and ., and the obtained results confirm the theoretical findings. This study suggests that alternatives to the . updates in reinforcement learning mechanisms should be considered.
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Particle Swarm Optimisation with Sequence-Like Indirect Representation for Web Service Composition,ecoded into a composition solution by using a planning algorithm. This approach is compared to a previously proposed graph-based direct representation method, and experiment results show that the indirect representation can lead to a greater (or equivalent) quality while requiring a lower execution
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