NONLINEAR MULTIPLE OBJECTIVE OPTIMIZATION - AN ALGORITHM AND SOME THEORY

被引:9
|
作者
ROY, A [1 ]
WALLENIUS, J [1 ]
机构
[1] HELSINKI SCH ECON,SF-00100 HELSINKI 10,FINLAND
关键词
MULTIPLE CRITERIA OPTIMIZATION; INTERACTIVE OPTIMIZATION; PROXY VALUE FUNCTIONS; NONLINEAR PROGRAMMING; GOAL PROGRAMMING;
D O I
10.1007/BF01581201
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper presents an algorithm and the supporting theory for solving a class of nonlinear multiple criteria optimization problems using Zionts-Wallenius type of interaction. The Zionts-Wallenius method, as extended in this paper, can be used for solving multiple criteria problems with concave objective and (implicit) value functions and convex feasible regions. Modifications of the method to handle nonconvex feasible regions and general nonlinear objective functions are also discussed.
引用
收藏
页码:235 / 249
页数:15
相关论文
共 50 条
  • [21] A new distributed reinforcement learning algorithm for multiple objective optimization problems
    Mariano, C
    Morales, E
    ADVANCES IN ARTIFICIAL INTELLIGENCE, 2000, 1952 : 290 - 299
  • [22] Multiple objective optimization of a microgrid based on a distributed neural dynamics algorithm
    Liu, Qing
    Zhao, Yang
    Li, Ning
    Ma, Boxiang
    Shang, Yingqiang
    Li, Wenjie
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2021, 49 (11): : 105 - 114
  • [23] Multiple objective particle swarm optimization algorithm with space data association
    Wang, Jing-Zhuo
    Fan, Ji-Shan
    Kongzhi yu Juece/Control and Decision, 2015, 30 (07): : 1291 - 1297
  • [24] Adaptive Sampling Immune Optimization Algorithm for Nonlinear Multi-Objective Probabilistic Optimization Problems
    Zhang R.-C.
    Pan C.-Y.
    Wu X.
    Yang K.
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2021, 49 (04): : 647 - 660
  • [25] New multi-objective genetic algorithm for nonlinear constrained optimization problems
    Liu, Chun-an
    2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2007, : 118 - 120
  • [26] Immune optimization algorithm for nonlinear multi-objective probabilistic constrained programming
    Zhang R.
    Zhang Z.
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2020, 46 (05): : 900 - 914
  • [27] Research on Nonlinear Optimization Problem Based on Genetic Algorithm Theory
    Dong, Qi
    Xu, Tingxue
    Yang, Jikun
    Zhou, Zhiheng
    PROCEEDINGS OF THE FIRST SYMPOSIUM ON AVIATION MAINTENANCE AND MANAGEMENT, VOL I, 2014, 296 : 527 - 534
  • [28] Optimization algorithm for Finding Multiple Roots of Systems of Nonlinear Equations
    Cruz Duarte, Jorge
    Amaya Contreras, Ivan
    Correa Cely, Carlos
    INGE CUC, 2013, 9 (01) : 197 - 208
  • [29] Study on nonlinear multi-objective optimization algorithm for concrete mix proportions
    Chen, Bin
    Li, Fu-Qiang
    Liu, Guo-Hua
    Qian, Jing-Lin
    Liu, Xi-Jun
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2005, 39 (01): : 16 - 19
  • [30] An improved nonlinear multi-objective optimization problem based on genetic algorithm
    Li, Yaping (jsjxexam@163.com), 1600, Science and Engineering Research Support Society (09):