A Novel Chemo-inspired GA for Solving Constrained Optimization problem

被引：0
|
作者：
Mishra, Rajashree [1 ]
Das, Kedar Nath [2 ]
机构：
[1] KIIT Univ, Dept Math, Bhubaneswar, Orissa, India
[2] NIT Silchar, Dept Math, Silchar, Assam, India
来源：
2015 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION & AUTOMATION (ICCCA) | 2015年
关键词：
Chemo-inspired Genetic Algorithm; Bracket operator Penalty; Quadratic Approximation; Engineering problem; GENETIC ALGORITHM;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a novel hybridized algorithm is developed to solve constrained optimization real life problem. The newly developed algorithm is introduced in the name of Chemo-inspired Genetic Algorithm for constrained optimization (CGAC). Here, one typical engineering problem is solved by CGAC and the numerical results are compared with Differential Evolution with Level Comparison (DELC), Differential Evolution with Dynamic Stochastic Selection (DEDS), Hybrid Evolutionary Algorithm and Adaptive constraint-handling technique (HEAA) and many other evolutionary algorithms. The computational result confirms the out per performance of CGAC over others.
引用
收藏
页码：156 / 160
页数：5
相关论文
共 50 条
  • [41] A unified implicit algorithm for solving the triple-hierarchical constrained optimization problem
    Yao, Yonghong
    Chen, Rudong
    Liou, Yeong-Cheng
    MATHEMATICAL AND COMPUTER MODELLING, 2012, 55 (3-4) : 1506 - 1515
  • [42] An iterative method for solving a bi-objective constrained portfolio optimization problem
    Bezoui, Madani
    Moulai, Mustapha
    Bounceur, Ahcene
    Euler, Reinhardt
    COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2019, 72 (02) : 479 - 498
  • [43] A model solving constrained optimization problem based on the stability of Hopfield neural network
    Hao, Xiaochen
    Gao, Haibin
    Sun, Chao
    Liu, Bin
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 2792 - +
  • [44] Hybrid Artificial Glowworm Swarm Optimization Algorithm for Solving Constrained Engineering Problem
    Luo, Qifang
    Zhang, Junli
    ADVANCED RESEARCH ON INDUSTRY, INFORMATION SYSTEMS AND MATERIAL ENGINEERING, PTS 1-7, 2011, 204-210 : 823 - 827
  • [45] Optimization algorithm for solving degree-constrained minimum spanning tree problem
    Wang Z.-R.
    Zhang J.-L.
    Cui D.-W.
    Ruan Jian Xue Bao/Journal of Software, 2010, 21 (12): : 3068 - 3081
  • [46] Solving nonlinearly constrained global optimization problem via an auxiliary function method
    Zhu, Wenxing
    Ali, M. M.
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2009, 230 (02) : 491 - 503
  • [47] An iterative method for solving a bi-objective constrained portfolio optimization problem
    Madani Bezoui
    Mustapha Moulaï
    Ahcène Bounceur
    Reinhardt Euler
    Computational Optimization and Applications, 2019, 72 : 479 - 498
  • [48] Constrained gradient descent and line search for solving optimization problem with elliptic constraints
    Hasan, AA
    Hasan, MA
    2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PROCEEDINGS: SPEECH II; INDUSTRY TECHNOLOGY TRACKS; DESIGN & IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS; NEURAL NETWORKS FOR SIGNAL PROCESSING, 2003, : 793 - 796
  • [49] A new constrained optimization model for solving the nonsymmetric stochastic inverse eigenvalue problem
    Steidl, Gabriele
    Winkler, Maximilian
    LINEAR & MULTILINEAR ALGEBRA, 2022, 70 (18): : 3419 - 3448
  • [50] A multi-populated differential evolution algorithm for solving constrained optimization problem
    Tasgetiren, M. Fatill
    Suganthan, P. N.
    2006 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-6, 2006, : 33 - +
12345