An optimization design of vehicle axle system based on multiobjective cooperative optimization algorithm

被引:11
|
作者
Zhou, Junchao [1 ,2 ,3 ]
Du, Zixue [2 ]
Liao, Yinghua [1 ]
Tang, Aihua [1 ,3 ]
机构
[1] Sichuan Univ Sci & Engn, Sch Mech Engn, Zigong, Sichuan, Peoples R China
[2] ChongQing JiaoTong Univ, Inst Urban Rail, Chongqing 400074, Peoples R China
[3] Artificial Intelligence Key Lab Sichuan Prov, Zigong, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
Vehicle axle; structural optimization; multiobjective cooperative optimization; NSGA-II;
D O I
10.1080/02533839.2018.1534559
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
To address multiobjective, multi constraint and time-consuming structural optimization problems in a vehicle axle system, a multiobjective cooperative optimization model of a vehicle axle structure is established. In light of the difficulty in the nondominated sorting of the NSGA-II algorithm caused by inconsistent effects of the uniformity objective function and physical objective function, this paper combines a multiobjective genetic algorithm with cooperative optimization and presents a strategy for handling the optimization of a vehicle axle structure. The uniformity objective function of the sub discipline is transformed to its self-constraint. Taking the multiobjective optimization of a vehicle axle system as an example, a multiobjective cooperative optimization design for the system is carried out in ISIGHT. The results show that the multiobjective cooperative optimization strategy can simplify the complexity of optimization problems and that the multiobjective cooperative optimization method based on an approximate model is favorable for accuracy and efficiency, thereby providing a theoretical basis for the optimization of similar complex structures in practical engineering.
引用
收藏
页码:635 / 642
页数:8
相关论文
共 50 条
  • [31] Design of information management model based on multiobjective optimization algorithm in intelligent electric financial system
    Hu, Junhui
    Cai, Hongxiang
    Zhang, Shiyong
    Pei, Chuanxun
    Wang, Zihao
    PEERJ COMPUTER SCIENCE, 2024, 10
  • [32] Multiobjective Optimization of Hull Form Based on Global Optimization Algorithm
    Liu J.
    Zhang B.
    Journal of Shanghai Jiaotong University (Science), 2022, 27 (03) : 346 - 355
  • [33] A Genetic Algorithm-Based Multiobjective Optimization for Analog Circuit Design
    Oltean, Gabriel
    Hintea, Sorin
    Sipos, Emilia
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT II, PROCEEDINGS, 2009, 5712 : 506 - 514
  • [34] Evolutionary Multiobjective Optimization Algorithm as a Markov System
    Gajda, Ewa
    Schaefer, Robert
    Smolka, Maciej
    PARALLEL PROBLEMS SOLVING FROM NATURE - PPSN XI, PT I, 2010, 6238 : 617 - +
  • [35] High-Dimensional Multiobjective Optimization Design for Magnetic Stealth of Underwater Vehicle Based on Improved MSOPS Algorithm
    He, Jie
    Zhao, Xin
    Wang, Jianxun
    Zuo, Chao
    Wang, Zuoshuai
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 73 : 1 - 13
  • [36] MULTIOBJECTIVE OPTIMIZATION OF A RAILWAY VEHICLE DAMPERS USING GENETIC ALGORITHM
    Bideleh, Seyed Milad Mousavi
    Berbyuk, Viktor
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2013, VOL 7B, 2014,
  • [37] Investigation of the lubrication system in a vehicle axle: Optimization and experimental validation
    Peng, Qianlei
    Zhou, Chi
    Gui, Liangjin
    Fan, Zijie
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2019, 233 (08) : 2096 - 2107
  • [38] A decision variable classification-based cooperative coevolutionary algorithm for dynamic multiobjective optimization
    Xie, Huipeng
    Zou, Juan
    Yang, Shengxiang
    Zheng, Jinhua
    Ou, Junwei
    Hu, Yaru
    INFORMATION SCIENCES, 2021, 560 : 307 - 330
  • [39] Optimization method for vehicle concept design based on cooperative game theory
    Qiu, Xue-Feng
    Zhou, Jiang-Qi
    Jin, Sun
    Lian, Chao-Chun
    Chu, Guo-Ping
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2015, 49 (04): : 506 - 512
  • [40] A novel elitist multiobjective optimization algorithm: Multiobjective extremal optimization
    Chen, Min-Rong
    Lu, Yong-Zal
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 188 (03) : 637 - 651