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
  • [41] Optimizations of turboprop engines using the non-dominated sorting genetic algorithm
    Boulkeraa, T.
    Ghenaiet, A.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2010, 224 (G12) : 1271 - 1283
  • [42] A Non-dominated Sorting Firefly Algorithm for Multi-Objective Optimization
    Tsai, Chun-Wei
    Huang, Yao-Ting
    Chiang, Ming-Chao
    2014 14TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA 2014), 2014,
  • [43] A non-dominated sorting based evolutionary algorithm for many-objective optimization problems
    Mane, S. U.
    Rao, M. R. Narasinga
    SCIENTIA IRANICA, 2021, 28 (06) : 3293 - 3314
  • [44] A guo-tao-algorithm-based non-dominated sorting approach to multiobjective optimization
    Wang, Jinfei
    Zeng, Sanyou
    Li, Zhenhua
    Zhang, Ping
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 138 - 142
  • [45] A sorting based algorithm for finding non-dominated set in multi-objective optimization
    Du, Jun
    Cai, Zhihua
    Chen, Yunliang
    ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS, 2007, : 436 - +
  • [46] Mobile Robot Path Planning with a Non-Dominated Sorting Genetic Algorithm
    Xue, Yang
    APPLIED SCIENCES-BASEL, 2018, 8 (11):
  • [47] Hybrid non-dominated sorting genetic algorithm with adaptive operators selection
    Mashwani, Wali Khan
    Salhi, Abdellah
    Yeniay, Ozgur
    Hussian, H.
    Jan, M. A.
    APPLIED SOFT COMPUTING, 2017, 56 : 1 - 18
  • [48] Hybrid of non-dominated sorting genetic algorithm II and invasive weed optimization for fan duct surface heat exchanger configuration optimization design
    Xu, Zhe
    Yu, Zongling
    Ning, Xin
    Wan, Xiuying
    Qu, Zhipeng
    Zhao, Changyin
    CASE STUDIES IN THERMAL ENGINEERING, 2024, 61
  • [49] A fast algorithm for finding non-dominated set based on sorting
    Zeng, San-You
    Li, Hui
    Ding, Li-Xin
    Yao, Shu-Zhen
    Xu, Zhong-Hua
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2004, 41 (09): : 1565 - 1571
  • [50] Improving the non-dominated sorting genetic algorithm using a gene-therapy method for multi-objective optimization
    Lin, Chih-Hao
    Lin, Pei-Ling
    JOURNAL OF COMPUTATIONAL SCIENCE, 2014, 5 (02) : 170 - 183
12345