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test instance sizes, the findings of the heuristics were 0.48% to 0.92% away from the upper bound and generated within 480 …
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Automatic design of stochastic local search algorithms has been shown to be very effective in generating algorithms for the permutation flowshop problem for the most studied objectives including makespan, flowtime and total tardiness. The automatic design system uses a configuration tool to...
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the use of metaheuristic algorithms. Metaheuristics benefit from different random-search and parallelization paradigms … that allows for extending metaheuristics through simulation to solve stochastic COPs. "Simheuristics" allow modelers for …-driven framework. These optimization-driven algorithms rely on the fact that efficient metaheuristics already exist for the …
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theory of records to the study of terminal conditions for metaheuristics. …Most metaheuristics lack a termination condition based on reasonable premises and guaranteeing the quality of the … solution provided by the algorithm. We propose a methodological frame that distinguishes the concepts of properties of the …
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, three construction heuristics and an Ant Colony System (ACS) algorithm are developed for solving this integrated problem …
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generation, and heuristics to find good feasible solutions quickly. The user must provide an initial formulation of his problem …
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