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

•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 s...

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Veröffentlicht in:	Expert systems with applications 2022-05, Vol.194, p.116484, Article 116484
Hauptverfasser:	Zhang, Zi-Qi, Hu, Rong, Qian, Bin, Jin, Huai-Ping, Wang, Ling, Yang, Jian-Bo
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Assembly Assembly line Completion time Critical path Distributed flowshop scheduling Energy distribution Energy-efficient scheduling Estimation of distribution algorithm Factor analysis Job shop scheduling Job shops Low-carbon manufacturing Multiple objective analysis Permutations Probabilistic models Probability theory Searching Solution space Statistical analysis Variance analysis
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