A beam search approach for solving type II robotic parallel assembly line balancing problem

被引:45
作者
Cil, Zeynel Abidin [1 ]
Mete, Suleyman [2 ]
Ozceylan, Eren [3 ]
Agpak, Kursad [4 ]
机构
[1] Univ Batman, Dept Mfg Engn, TR-72060 Batman, Turkey
[2] Munzur Univ, Dept Ind Engn, TR-62000 Tunceli, Turkey
[3] Gaziantep Univ, Dept Ind Engn, TR-27300 Gaziantep, Turkey
[4] Besyuzevler St, TR-27100 Gaziantep, Turkey
关键词
Assembly line balancing; Beam search; Heuristic; Parallel; Robotic; EVOLUTIONARY ALGORITHM; MODEL; MINIMIZE; DESIGN; TIME;
D O I
10.1016/j.asoc.2017.07.062
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In a robotic assembly line, a series of stations are arranged along a conveyor belt and a robot performs on tasks at each station. Parallel assembly lines can provide improving line balance, productivity and so on. Combining robotic and parallel assembly lines ensure increasing flexibility of system, capacity and decreasing breakdown sensitivity. Although aforementioned benefits, balancing of robotic parallel assembly lines is lacking-to the best knowledge of the authors-in the literature. Therefore, a mathematical model is proposed to define/solve the problem and also iterative beam search (IBS), best search method based on IBS (BIBS) and cutting BIBS (CBIBS) algorithms are presented to solve the large-size problem due to the complexity of the problem. The algorithm also tested on the generated benchmark problems for robotic parallel assembly line balancing problem. The superior performances of the proposed algorithms are verified by using a statistical test. The results show that the algorithms are very competitive and promising tool for further researches in the literature. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:129 / 138
页数:10
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