Yanlin Zhao1, 2, *, Jiansha Lu1, Qing Yan1, Lili La1, Lili Xu1
CMC-Computers, Materials & Continua, Vol.62, No.1, pp. 355-364, 2020, DOI:10.32604/cmc.2020.06396
Abstract With the rapid development of the individualized demand market, the demand for
manufacturing flexibility has increased over time. As a result, a cell manufacturing system
suitable for many varieties and small batches has been produced. With the goal of minimizing
the area and logistics handling volume, and considering the arrangement order of facilities
and channel constraints, a mathematical model was established, and the problem was solved
by improved NSGA-II. After non-dominated sorting, traditional NSGA-II will cross-operate
the individuals with the best sorting to generate new individuals. Such a selection strategy is
extremely easy to fall into the local optimal solution.… More >
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