Applying Ant Colony Optimization to Search All Extreme Points of Function

被引:0
|
作者
Pang, Chao-Yang [2 ,3 ]
Liu, Hui [3 ]
Li, Xia [4 ]
Wang, Yun-Fei [5 ]
Hu, Ben-Qiong [1 ]
机构
[1] Chengdu Univ Technol, Coll Informat Management, Chengdu 610066, Peoples R China
[2] Grp Gene Computat, Key Lab Visual Computat & Virtual Real Sichuan Pr, Chengdu 610066, Peoples R China
[3] Sichuan Normal Univ, Coll Math & Software Sci, Chengdu 610066, Peoples R China
[4] Shenzhen Univ, Coll Informat Engn, Shenzhen 518060, Guangdong Prov, Peoples R China
[5] Sichuan Normal Univ, Coll Comp Sci, Chengdu 610066, Peoples R China
关键词
extremum problem; Ant Colony Optimization (ACO); ALGORITHM;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
To find all extreme points of multimodal functions is called extreme problem, which is a well known difficult issue in optimization fields. Applying the ant colony optimization (ACO) to solve this problem is rarely reported. The method of applying ACO to solve extreme problem is explored in this paper. Experiments show that the method presented in this paper generates solution with high quality, and its solution error is less than 10(-8).
引用
收藏
页码:365 / +
页数:2
相关论文
共 50 条
  • [1] An orthogonal search embedded ant colony optimization approach to continuous function optimization
    Zhang, Jun
    Chen, Wei-neng
    Tan, Xuan
    ANT COLONY OPTIMIZATION AND SWARM INTELLIGENCE, PROCEEDINGS, 2006, 4150 : 372 - 379
  • [2] Applying ant colony optimization to binary thresholding
    Malisia, Alice R.
    Tizhoosh, Hamid R.
    2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 2409 - +
  • [3] Applying ant colony optimization for load balancing on grid
    Karimpour, Rose
    Khayyambashi, Mohammad Reza
    Movahhedinia, Naser
    JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2016, 39 (01) : 49 - 56
  • [4] Applying Ant Colony Optimization for Service Function Chaining in a 5G Network
    Moreno, Segundo
    Mora, Antonio M.
    Padilla, Pablo
    Carmona-Murillo, Javier
    Castillo, Pedro A.
    2019 SIXTH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS: SYSTEMS, MANAGEMENT AND SECURITY (IOTSMS), 2019, : 567 - 574
  • [5] Applying Ant Colony Optimization in Configuring Stacking Ensemble
    Chen, Yijun
    Wong, Man-Leung
    6TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS, AND THE 13TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS, 2012, : 2111 - 2116
  • [6] Ant Colony Optimization with Stepwise Localization of the Discrete Search Space to Solve Function Optimization Problems
    Takahashi, Ryouei
    Nakamura, Yukihiro
    2017 16TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), 2017, : 701 - 706
  • [7] 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
  • [8] Ant Colony Optimization with Neighborhood Search for Dynamic TSP
    Wang, Yirui
    Xu, Zhe
    Sun, Jian
    Han, Fang
    Todo, Yuki
    Gao, Shangce
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2016, PT I, 2016, 9712 : 434 - 442
  • [9] Ant Colony Optimization Routing Algorithm with Tabu Search
    Yoshikawa, Masaya
    Otani, Kazuo
    INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS (IMECS 2010), VOLS I-III, 2010, : 2104 - 2107
  • [10] Ant Colony Optimization with Local Search for Continuous Functions
    Qi, Chengming
    ADVANCED RESEARCH ON INDUSTRY, INFORMATION SYSTEMS AND MATERIAL ENGINEERING, PTS 1-7, 2011, 204-210 : 1135 - 1138