Biobjective Parallel Disassembly Line Balancing: A Problem Considering Government Benefit Workers

Shujin Qin, Jiacun Wang, Liang Qi, Xiwang Guo, Jiawei Li
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Abstract

Extensive research on the disassembly line balancing problem (DLBP) has helped remanufacturing and enhanced the reuse of discarded products. This article addresses the multiproduct biobjective parallel DLBP (PDLBP) and incorporates the hiring of workers with government benefits (WGBs). A mixed-integer linear programming (MILP) model is formulated to precisely represent the problem and all constraints associated with its solution, where the goal is to optimize disassembly profit and WGB utilization. A multiobjective salp swarm algorithm (SSA) is constructed to search for optimal solutions quickly. A three-stage encoding and decoding procedure is designed to improve the search process. Different types of instances are combined for feasibility testing. To confirm the advantage of the proposed algorithm, four peer algorithms are employed for comparison. The results confirm the validity of the model and the outstanding performance of the newly proposed algorithm.
生物目标平行拆卸线平衡:考虑政府福利工人的问题
对拆解线平衡问题(DLBP)的广泛研究有助于再制造和提高废弃产品的再利用率。本文探讨了多产品生物目标并行 DLBP(PDLBP)问题,并将雇用享有政府福利(WGBs)的工人纳入其中。本文建立了一个混合整数线性规划(MILP)模型,以精确表示问题及其解决方案相关的所有约束条件,其目标是优化拆卸利润和 WGB 利用率。构建了一种多目标萨尔普蜂群算法(SSA),以快速搜索最优解。为改进搜索过程,设计了一个三阶段编码和解码程序。结合不同类型的实例进行可行性测试。为了证实所提算法的优势,采用了四种同类算法进行比较。结果证实了模型的有效性和新提出算法的出色性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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