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
来源：
DIGITAL DESIGN AND MANUFACTURING TECHNOLOGY II | 2011年 / 215卷
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
  • [21] A Novel Design of Multiband Antenna Based on Non-dominated Sorting Genetic Algorithm
    Wang, Si Ce
    Mao, Yun Jie
    Li, Min Jun
    Yang, Han Kai
    Tong, Mei Song
    2019 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION AND USNC-URSI RADIO SCIENCE MEETING, 2019, : 1129 - 1130
  • [22] A Novel Non-dominated Sorting Algorithm
    Verma, Gaurav
    Kumar, Arun
    Mishra, Krishna K.
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, PT I, 2011, 7076 : 274 - +
  • [23] Non-dominated rank based sorting genetic algorithms
    Ghosh, Ashish
    Das, Mrinal Kanti
    FUNDAMENTA INFORMATICAE, 2008, 83 (03) : 231 - 252
  • [24] The Optimization of Civil Aircraft Product Option Selection Considering the Economy Response with an Improved Non-Dominated Sorting Genetic Algorithm
    Feng, Yunwen
    Song, Zhicen
    Lu, Cheng
    APPLIED SCIENCES-BASEL, 2022, 12 (11):
  • [25] Two-scale topology optimization method combined with fast non-dominated sorting genetic algorithm II
    Han, Qidong
    Feng, Shuo
    Wu, Xing
    Qi, Jun
    Zhang, Xuan
    MECCANICA, 2023, 58 (07) : 1249 - 1265
  • [26] Two-scale topology optimization method combined with fast non-dominated sorting genetic algorithm II
    Qidong Han
    Shuo Feng
    Xing Wu
    Jun Qi
    Xuan Zhang
    Meccanica, 2023, 58 : 1249 - 1265
  • [27] A multi-criteria based selection method using non-dominated sorting for genetic algorithm based design
    Erkan Gunpinar
    Shahroz Khan
    Optimization and Engineering, 2020, 21 : 1319 - 1357
  • [28] A multi-criteria based selection method using non-dominated sorting for genetic algorithm based design
    Gunpinar, Erkan
    Khan, Shahroz
    OPTIMIZATION AND ENGINEERING, 2020, 21 (04) : 1319 - 1357
  • [29] A New Algorithm Using the Non-Dominated Tree to Improve Non-Dominated Sorting
    Gustavsson, Patrik
    Syberfeldt, Anna
    EVOLUTIONARY COMPUTATION, 2018, 26 (01) : 89 - 116
  • [30] Irrigation System Optimization under Non-sufficient Irrigation based on Elitist Non-dominated Sorting Genetic Algorithm
    Zhang, Shibo
    Qie, Zhihong
    Wu, Xinmiao
    Zhang, Zhiyu
    Tian, Xingjun
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 4299 - +
12345