Constrained real-parameter optimization with generalized differential evolution

被引：80
|
作者：
Kukkonen, Saku [1 ]
Lampinen, Jouni [1 ]
机构：
[1] Lappeenranta Univ Technol, Dept Informat Technol, POB 20, FIN-53851 Lappeenranta, Finland
来源：
2006 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-6 | 2006年
关键词：
D O I：
10.1109/CEC.2006.1688310
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents results for the CEC 2006 Special Session on Constrained Real-Parameter Optimization where the Generalized Differential Evolution (GDE) has been used to solve given test problems. The given problems consist of 24 problems having one objective function and one or more in-/equality constraints. Almost all the problems were solvable in a given maximum number of solution candidate evaluations. The paper also shows how GDE actually needs lower number of function evaluations than usually required.
引用
收藏
页码：207 / +
页数：2
相关论文
共 50 条
  • [1] Constrained Real-Parameter Optimization using a Differential Evolution Algorithm
    Brest, J.
    Zamuda, A.
    Fister, I.
    Boskovic, B.
    Maucec, M. Sepesy
    2011 IEEE SYMPOSIUM ON DIFFERENTIAL EVOLUTION (SDE), 2011, : 9 - 16
  • [2] Real-parameter optimization with Differential Evolution
    Rönkkönen, J
    Kukkonen, S
    Price, KV
    2005 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-3, PROCEEDINGS, 2005, : 506 - 513
  • [3] Self-adaptive differential evolution algorithm in constrained real-parameter optimization
    Brest, Janez
    Zumer, Viljem
    Maucec, Mirjam Sepesy
    2006 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-6, 2006, : 215 - +
  • [4] Self-adaptive differential evolution algorithm for constrained real-parameter optimization
    Huang, V. L.
    Qin, A. K.
    Suganthan, P. N.
    2006 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-6, 2006, : 17 - +
  • [5] Real-Parameter Optimization with Modified Differential Evolution
    Chen, Xiaoqing
    Hou, Zhongxi
    Liu, Jianxia
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE FOR YOUNG COMPUTER SCIENTISTS, VOLS 1-5, 2008, : 1641 - 1646
  • [6] Differential Evolution Through Variable Neighborhood Search for Constrained Real-Parameter Optimization Problems
    Wang, Sihan
    Kang, Jia
    Tasgetiren, Mehmet Fatih
    Gao, Liang
    Kizilay, Damla
    2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 2252 - 2260
  • [7] A Matrix Adaptation Evolution Strategy for Constrained Real-Parameter Optimization
    Hellwig, Michael
    Beyer, Hans-Georg
    2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2018, : 749 - 756
  • [8] A Differential Evolution with Replacement Strategy for Real-Parameter Numerical Optimization
    Xu, Changjian
    Huang, Han
    Ye, Shujin
    2014 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2014, : 1617 - 1624
  • [9] An Improved Self-adaptive Differential Evolution Algorithm in Single Objective Constrained Real-Parameter Optimization
    Brest, Janez
    Boskovic, Borko
    Zumer, Viljem
    2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2010,
  • [10] Adaptive Constraint Handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization
    Zamuda, Ales
    2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, : 2443 - 2450
12345