A Product Configuration Optimization Method Based on Non-dominated Sorting Genetic Algorithm

被引:0
|
作者
Sun, W. H. [1 ]
Lu, W. C. [1 ]
Lin, D. Y. [1 ]
机构
[1] China Jiliang Univ, Coll Mech & Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
关键词
Multi-objective optimization; Knowledge reuse; Product configuration; Non-dominated sorting genetic algorithm; SUPPLY CHAIN; INVENTORY;
D O I
10.4028/www.scientific.net/AMR.215.366
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In order to realize the complex product rapid configuration design in the environment of mass configuration (MC), the non-dominated sorting genetic algorithm (NGSA) for product rapid configuration design is proposed in this paper. The model of multi-objective product configuration optimization is established, and hierarchical analysis is made for configuration design. By comparing the similarity and integrity of requirement and instance, the sequence of retrieval instances is given according to the reuse degree, and multi-objective optimization configuration based on NGSA is realized. Finally, the validity and practicability of the method is verified by an instance which is applied in rapid configuration design of the drive module of tuyere puncher.
引用
收藏
页码:366 / 372
页数:7
相关论文
共 50 条
  • [11] Secure communication using θ-non-dominated sorting genetic algorithm
    Kaur, Jasleen
    Kaur, Supreet
    SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2021, 46 (01):
  • [12] Multiobjective non-dominated sorting genetic algorithm with local searching
    Wang, Xiao-Gang
    Liang, Shi-Xian
    Wang, Fu-Li
    Dongbei Daxue Xuebao/Journal of Northeastern University, 2007, 28 (07): : 921 - 924
  • [13] Non-dominated Sorting Based Fireworks Algorithm for Multi-objective Optimization
    Li, Mingze
    Tan, Ying
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2022, PT I, 2022, : 457 - 471
  • [14] Star Tracker Orientation Optimization Using Non-Dominated Sorting Genetic Algorithm (NSGA)
    Salazar, Francisco J. T.
    de Carvalho, Fabricio Galende M.
    2014 IEEE AEROSPACE CONFERENCE, 2014,
  • [15] Multiobjective optimization of synthesis gas production using non-dominated sorting genetic algorithm
    Mohanty, Swati
    COMPUTERS & CHEMICAL ENGINEERING, 2006, 30 (6-7) : 1019 - 1025
  • [16] An Improved Non-dominated Sorting Genetic Algorithm for Multi-objective Optimization Based on Crowding Distance
    Xia, Tian-liang
    Zhang, Shao-hua
    COMPUTATIONAL INTELLIGENCE, NETWORKED SYSTEMS AND THEIR APPLICATIONS, 2014, 462 : 66 - 76
  • [17] Multi-objective optimization design of gear train based on Non-dominated Sorting Genetic Algorithm
    Wu Yong-hai
    Fan Qin-man
    Liu Zheng-xia
    Xu Cheng
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE OF MODELLING AND SIMULATION, VOL V: MODELLING AND SIMULATION IN MECHANICS AND MANUFACTURE, 2008, : 442 - 446
  • [18] Optimization of oil slurry pump blades based on non-dominated sorting genetic algorithm-II
    Cui, Baoling
    Wu, Bing
    Chen, Shanmin
    Yu, Ruirong
    PHYSICS OF FLUIDS, 2025, 37 (03)
  • [19] The optimization methods based on non-dominated sorting genetic algorithm for scheduling of material flow in mineral process
    Ma, E. J.
    Chai, T. Y.
    Bai, R.
    2006 IMACS: MULTICONFERENCE ON COMPUTATIONAL ENGINEERING IN SYSTEMS APPLICATIONS, VOLS 1 AND 2, 2006, : 2039 - +
  • [20] Multi-objective optimization of composite barrel based on the improved non-dominated sorting genetic algorithm
    School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing 210094, China
    Binggong Xuebao, 2006, 4 (617-621):