A referenced iterated greedy algorithm for the distributed assembly mixed no-idle permutation flowshop scheduling problem with the total tardiness criterion

被引:32
|
作者
Li, Yuan-Zhen [1 ]
Pan, Quan-Ke [2 ]
Ruiz, Ruben [3 ]
Sang, Hong-Yan [1 ]
机构
[1] Liaocheng Univ, Sch Comp Sci, Liaocheng 252059, Shandong, Peoples R China
[2] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200072, Peoples R China
[3] Univ Politecn Valencia, Grp Sistemas Optimizac Aplicada, Camino Vera S-N, Valencia 46021, Spain
基金
美国国家科学基金会;
关键词
Iterated greedy; Mixed no-idle; Distributed assembly permutation; flowshop scheduling; Total tardiness; TOTAL FLOWTIME; MINIMIZING MAKESPAN; GENETIC ALGORITHM; HEURISTICS; METAHEURISTICS;
D O I
10.1016/j.knosys.2021.108036
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we study the distributed assembly mixed no-idle permutation flowshop scheduling problem (DAMNIPFSP) with total tardiness objective. We first formulate the problem. Second, based on the characteristics of the DAMNIPFSP, an improved Iterated Greedy algorithm, named RIG (Referenced Iterated Greedy), with two novel destruction methods, four new reconstruction methods and six new local search methods is presented. Among them, two of the reconstruction methods and four of the local search methods are based on a reference, which proves key to performance. Finally, RIG is compared with the related algorithms through experiments. The results show that the new RIG algorithm is a new state-of-the-art procedure for the DAMNIPFSP with the total tardiness criterion. (c) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页数:14
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