A genetic-algorithm-based approach to the generation of robotic assembly sequences

被引:41
|
作者
Hong, DS
Cho, HS
机构
[1] Changwon Natl Univ, Dept Mech Design & Mfg, Kyeongnam 641773, South Korea
[2] Korea Adv Inst Sci & Technol, Dept Mech Engn, Taejon 305701, South Korea
关键词
assembly sequence generation; genetic algorithms; robotic assembly; assembly cost; assembly constraints;
D O I
10.1016/S0967-0661(98)00177-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An assembly sequence is considered to be optimal when it minimizes the assembly cost while satisfying assembly constraints. To generate such sequences for robotic assembly, this paper proposes a method using a genetic algorithm (GA). This method denotes an assembly sequence as an individual, which is assigned a fitness related to the assembly cost. Then, a population consisting of a number of individuals evolves to the next generation through the genetic operations of crossover and mutation, based upon the fitness of the individuals. The population continues to evolve repetitively, and finally the fittest individual with its corresponding assembly sequence is found. Through case studies for industrial products such as an electrical relay and an automobile alternator, the effectiveness of the proposed method is demonstrated, and the performance is analyzed. (C) 1999 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:151 / 159
页数:9
相关论文
共 50 条
  • [21] A Genetic-Algorithm-Based Approach to Solve Carpool Service Problems in Cloud Computing
    Huang, Shih-Chia
    Jiau, Ming-Kai
    Lin, Chih-Hsiang
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 16 (01) : 352 - 364
  • [22] A Novel Genetic-Algorithm-based AMC Structure
    Jiang, Shuiqiao
    Gao, Qiang
    MANUFACTURING PROCESS AND EQUIPMENT, PTS 1-4, 2013, 694-697 : 1403 - 1406
  • [23] GENETIC-ALGORITHM-BASED PROCEDURE FOR PRETEST ANALYSIS
    FRANCHI, CG
    GALLIENI, D
    AIAA JOURNAL, 1995, 33 (07) : 1362 - 1364
  • [24] A Genetic-Algorithm-Based Optimization Routing for FANETs
    Wei, Xing
    Yang, Hua
    Huang, Wentao
    FRONTIERS IN NEUROROBOTICS, 2021, 15
  • [25] The genetic-algorithm-based approach to back solution of elastic modulus of biologic tissue
    Cai, Chuanbao
    Tang, Wencheng
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 7 - 10
  • [26] A Genetic-algorithm-based Clustering Protocol in MANET
    Yang Hua
    Li Zhimei
    7TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT 2016), 2016,
  • [27] A Genetic-Algorithm-Based Approach for Optimizing Tool Utilization and Makespan in FMS Scheduling
    Grassi, Andrea
    Guizzi, Guido
    Popolo, Valentina
    Vespoli, Silvestro
    JOURNAL OF MANUFACTURING AND MATERIALS PROCESSING, 2023, 7 (02):
  • [28] Research on plan of robotic assembly sequence based on genetic algorithm
    2005, Acta Simulata Systematica Sinica, Beijing, China (17):
  • [29] A genetic algorithm for the optimisation of assembly sequences
    Marian, Romeo M.
    Luong, Lee H. S.
    Abhary, Kazem
    COMPUTERS & INDUSTRIAL ENGINEERING, 2006, 50 (04) : 503 - 527
  • [30] Genetic-Algorithm-Based Design for Rideshare and Heterogeneous Constellations
    Wagner, Katherine M.
    Black, Jonathan T.
    JOURNAL OF SPACECRAFT AND ROCKETS, 2020, 57 (05) : 1021 - 1032