A matrix cube-based estimation of distribution algorithm for the energy-efficient distributed assembly permutation flow-shop scheduling problem

Expert Systems with Applications(2022)

引用 16|浏览22
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摘要
•The sequence model of energy-efficient DAPFSP is first established.•A heuristic and a hybrid method are presented to generate initial solutions.•A multidimensional probabilistic model is designed to learn the promising patterns.•A critical path-based local search is used to improve the quality of solutions.•Two speed adjustment strategies are proposed to enhance the performance of MCEDA.
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关键词
Energy-efficient scheduling,Estimation of distribution algorithm,Distributed flowshop scheduling,Assembly line,Low-carbon manufacturing
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