Ant colony approach to continuous function optimization

被引:0
|
作者
Mathur, Mohit
Karale, Sachin B.
Priye, Sidhartha
Jayaraman, V.K.
Kulkarni, B.D.
机构
来源
关键词
Stochastic control systems - Algorithms - Optimization;
D O I
暂无
中图分类号
学科分类号
摘要
An ant colony optimization framework has been compared and shown to be a viable alternative approach to other stochastic search algorithms. The algorithm has been tested for variety of different benchmark test functions involving constrained and unconstrained NLP, MILP, and MINLP optimization problems. This novel algorithm handles different types of continuous functions very well and can be successfully used for large-scale process optimization.
引用
收藏
页码:3814 / 3822
相关论文
共 50 条
  • [41] Hybrid optimization strategies for ant colony algorithm in continuous space
    Duan Hai-bin
    Wang Dan-bo
    Yu Xia-fen
    PROCEEDINGS OF 2006 CHINESE CONTROL AND DECISION CONFERENCE, 2006, : 465 - 468
  • [42] An Incremental Ant Colony Algorithm with Local Search for Continuous Optimization
    Liao, Tianjun
    de Oca, Marco A. Montes
    Aydin, Dogan
    Stutzle, Thomas
    Dorigo, Marco
    GECCO-2011: PROCEEDINGS OF THE 13TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2011, : 125 - 132
  • [43] Minimizing the multimodal functions with Ant Colony Optimization approach
    Toksari, M. Duran
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 6030 - 6035
  • [44] An Ant Colony Optimization Based Approach for Binary Search
    Sreelaja, N. K.
    Sreeja, N. K.
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2021, PT I, 2021, 12689 : 311 - 321
  • [45] An Ant Colony Optimization Approach for the Dominating Tree Problem
    Sundar, Shyam
    Chaurasia, Sachchida Nand
    Singh, Alok
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING (SEMCCO 2015), 2016, 9873 : 143 - 153
  • [46] Ant Colony-Based Approach for Query Optimization
    Hanafy, Hany A.
    Gadallah, Ahmed M.
    DATA MINING AND BIG DATA, DMBD 2016, 2016, 9714 : 425 - 433
  • [47] An ant colony optimization approach for test pattern generation
    Farah, Rana
    Harmanani, Haidar M.
    2008 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-4, 2008, : 1335 - 1339
  • [48] A new approach to exploiting parallelism in ant colony optimization
    Piriyakumar, DAL
    Levi, P
    MHS2002: PROCEEDINGS OF THE 2002 INTERNATIONAL SYMPOSIUM ON MICROMECHATRONICS AND HUMAN SCIENCE, 2002, : 237 - 243
  • [49] An Ant Colony Optimization Approach For Nurse Rostering Problem
    Wu, Jie-jun
    Lin, Ying
    Zhan, Zhi-hui
    Chen, Wei-neng
    Lin, Ying-biao
    Chen, Jian-yong
    2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 1672 - 1676
  • [50] ANT COLONY OPTIMIZATION APPROACH FOR CONTAINER LOADING PROBLEMS
    Dereli, Turkay
    Das, Gulesin Sena
    JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2010, 25 (04): : 881 - 894