Dual criteria assembly line balancing for single-model and deterministic problems using simulated annealing

被引:1
|
作者
Hong, DS [1 ]
Cho, HS
机构
[1] Changwon Natl Univ, Dept Mech Design & Mfg, Changwon 641773, South Korea
[2] Korea Adv Inst Sci & Technol, Dept Mech Engn, Taejon 305701, South Korea
来源
关键词
assembly line balancing; simulated annealing; dual-criteria problem; idle time; workload deviation;
D O I
10.1080/10798587.2001.10642805
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a simulated annealing approach to solving dual-criteria single-model and deterministic (SMD) assembly line balancing (ALB) problems. The first objective is to minimize the idle time of an assembly line, i.e., to minimize the number of workstations for a given cycle time, while the second objective is to minimize the workload deviation among workstations. To find such solutions, this study proposes an iterative method using a simulated annealing. This method sequentially minimizes each energy function associated with the idle rime and the workload deviation. When no further change in energy occurs, a line balancing solution is finally found. To show the effectiveness of the proposed method, case studies are carried out for solving a set of problems in literature, and the results are compared with those of the literature. The comparison result shows that the proposed method can generate better solution quality especially for large size problems.
引用
收藏
页码:63 / 73
页数:11
相关论文
共 50 条
  • [31] Cost-oriented two-sided assembly line balancing problem: A simulated annealing approach
    Roshani, Abdolreza
    Fattahi, Parviz
    Roshani, Abdolhassan
    Salehi, Mohsen
    Roshani, Arezoo
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2012, 25 (08) : 689 - 715
  • [32] Research on the human-robot collaborative assembly line balancing problem based on simulated annealing algorithm
    Mao, Zhao-Fang
    Wang, Wei
    Fang, Kan
    Huang, Dian
    Kongzhi yu Juece/Control and Decision, 2024, 39 (10): : 3366 - 3374
  • [33] Simulated annealing algorithms for the multi-manned assembly line balancing problem: minimising cycle time
    Roshani, Abdolreza
    Giglio, Davide
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (10) : 2731 - 2751
  • [34] AN IMPROVED GENETIC SIMULATED ANNEALING ALGORITHM FOR STOCHASTIC TWO-SIDED ASSEMBLY LINE BALANCING PROBLEM
    Yang, M. S.
    Ba, L.
    Liu, Y.
    Zheng, H. Y.
    Yan, J. T.
    Gao, X. Q.
    Xiao, J. M.
    INTERNATIONAL JOURNAL OF SIMULATION MODELLING, 2019, 18 (01) : 175 - 186
  • [35] A Single-Run Optimization Algorithm for Stochastic Assembly Line Balancing Problems
    National Cheng Kung University, Tainan, Taiwan
    J Manuf Syst, 3 (204-210):
  • [37] Solving assembly line balancing problems using heuristic of bidirectional approach
    Meneses, Burgos
    Michael, Jorge
    Boletin Tecnico/Technical Bulletin, 2016, 54 (03): : 7 - 13
  • [38] A Mathematical Model and a Simulated Annealing Algorithm for Balancing Multi-manned Assembly Line Problem with Sequence-Dependent Setup Time
    Yang, Wucheng
    Cheng, Wenming
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [39] Multi-Manned Assembly Line Balancing: Workforce Synchronization for Big Data Sets through Simulated Annealing
    Pilati, Francesco
    Ferrari, Emilio
    Gamberi, Mauro
    Margelli, Silvia
    APPLIED SCIENCES-BASEL, 2021, 11 (06):
  • [40] Research on mixed-model assembly line balance with genetic simulated annealing algorithm
    Yuan Minghai
    Li Dongbo
    Tong Yifei
    PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS A AND B: BUILDING CORE COMPETENCIES THROUGH IE&EM, 2007, : 71 - 75