A Self-adaptive Immune PSO Algorithm for Constrained Optimization Problems

被引：1
|
作者：
Ouyang, Aijia [1 ]
Zhou, Guo [2 ]
Zhou, Yongquan [1 ]
机构：
[1] Guangxi Univ Nationalities, Coll Math & Comp Sci, Nanning 530006, Guangxi, Peoples R China
[2] Chinese Acad Sci, Inst Comp Technol, Beijing 100081, Peoples R China
来源：
COMPUTATIONAL INTELLIGENCE AND INTELLIGENT SYSTEMS | 2010年 / 107卷
关键词：
Adaptation; Immune algorithm; PSO; Constrained-optimization; PARTICLE SWARM OPTIMIZATION; DESIGN;
D O I：
10.1007/978-3-642-16388-3_23
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 proposes a new adaptive immune particle swarm optimization (AIA-PSO) algorithm, which can perform solve nonlinear constraints optimization problems. Eight common Benchmark functions and three practical examples show that the AIA-PSO algorithm is effective and practical.
引用
收藏
页码：208 / +
页数：2
相关论文
共 50 条
  • [31] Self-adaptive differential evolution algorithm with α-constrained-domination principle for constrained multi-objective optimization
    Qian, Feng
    Xu, Bin
    Qi, Rongbin
    Tianfield, Huaglory
    SOFT COMPUTING, 2012, 16 (08) : 1353 - 1372
  • [32] A hybrid PSO-GA algorithm for constrained optimization problems
    Garg, Harish
    APPLIED MATHEMATICS AND COMPUTATION, 2016, 274 : 292 - 305
  • [33] Self-adaptive differential evolution algorithm with α-constrained-domination principle for constrained multi-objective optimization
    Feng Qian
    Bin Xu
    Rongbin Qi
    Huaglory Tianfield
    Soft Computing, 2012, 16 : 1353 - 1372
  • [34] Interactive fuzzy search algorithm: A new self-adaptive hybrid optimization algorithm
    Mortazavi, Ali
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2019, 81 : 270 - 282
  • [35] A self-adaptive harmony PSO search algorithm and its performance analysis
    Zhao, Fuqing
    Liu, Yang
    Zhang, Chuck
    Wang, Junbiao
    EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (21) : 7436 - 7455
  • [36] Immune optimization algorithm for constrained nonlinear multiobjective optimization problems
    Zhang, Zhuhong
    APPLIED SOFT COMPUTING, 2007, 7 (03) : 840 - 857
  • [37] Enhanced self-adaptive evolutionary algorithm for numerical optimization
    Xue, Yu
    Zhuang, Yi
    Ni, Tianquan
    Ouyang, Jian
    Wang, Zhou
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2012, 23 (06) : 921 - 928
  • [38] Cohort intelligence with self-adaptive penalty function approach hybridized with colliding bodies optimization algorithm for discrete and mixed variable constrained problems
    Kale, Ishaan R.
    Kulkarni, Anand J.
    COMPLEX & INTELLIGENT SYSTEMS, 2021, 7 (03) : 1565 - 1596
  • [39] A self-adaptive chaos particle swarm optimization algorithm
    Wu, Yalin
    Zhang, Shuiping
    Telkomnika (Telecommunication Computing Electronics and Control), 2015, 13 (01) : 331 - 340
  • [40] A Self-Adaptive Discrete PSO Algorithm with Heterogeneous Parameter Values for Dynamic TSP
    Strak, Lukasz
    Skinderowicz, Rafal
    Boryczka, Urszula
    Nowakowski, Arkadiusz
    ENTROPY, 2019, 21 (08)
12345