A Novel PSO-DE-Based Hybrid Algorithm for Global Optimization

被引：0
|
作者：
Niu, Ben [1 ]
Li, Li [1 ]
机构：
[1] Shenzhen Univ, Sch Management, Shenzhen 518060, Peoples R China
来源：
ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE | 2008年 / 5227卷
关键词：
Particle swarm optimization; differential evolution; global optimization;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a new hybrid global optimization algorithm PSODE combining particle swarm optimization (PSO) with differential evolution (DE). PSODE is a type of parallel algorithm, in which PSO and DE are executed in parallel to enhance the population with frequent information sharing. To demonstrate the effectiveness of the proposed algorithm, four benchmark functions are performed, and the performance of the proposed algorithm is compared to PSO and DE to demonstrate its superiority.
引用
收藏
页码：156 / 163
页数：8
相关论文
共 50 条
  • [1] A Novel DE-ABC-Based Hybrid Algorithm for Global Optimization
    Li, Li
    Yao, Fangmin
    Tan, Lijing
    Niu, Ben
    Xu, Jun
    [J]. BIO-INSPIRED COMPUTING AND APPLICATIONS, 2012, 6840 : 558 - +
  • [2] A DE and PSO based hybrid algorithm for dynamic optimization problems
    Zuo, Xingquan
    Xiao, Li
    [J]. SOFT COMPUTING, 2014, 18 (07) : 1405 - 1424
  • [3] A DE and PSO based hybrid algorithm for dynamic optimization problems
    Xingquan Zuo
    Li Xiao
    [J]. Soft Computing, 2014, 18 : 1405 - 1424
  • [4] A Novel Hybrid PSO-DA Algorithm for Global Numerical Optimization
    Trivedi, Indrajit N.
    Jangir, Pradeep
    Kumar, Arvind
    Jangir, Narottam
    Bhesdadiya, R. H.
    Totlani, Rahul
    [J]. NETWORKING COMMUNICATION AND DATA KNOWLEDGE ENGINEERING, VOL 1, 2018, 3 : 287 - 298
  • [5] A Hybrid CS/PSO Algorithm for Global Optimization
    Ghodrati, Amirhossein
    Lotfi, Shahriar
    [J]. INTELLIGENT INFORMATION AND DATABASE SYSTEMS (ACIIDS 2012), PT III, 2012, 7198 : 89 - 98
  • [6] A novel memetic algorithm for global optimization based on PSO and SFLA
    Zhen, Ziyang
    Wang, Zhisheng
    Gu, Zhou
    Liu, Yuanyuan
    [J]. ADVANCES IN COMPUTATION AND INTELLIGENCE, PROCEEDINGS, 2007, 4683 : 127 - +
  • [7] A HYBRID IWO/PSO ALGORITHM FOR FAST AND GLOBAL OPTIMIZATION
    Hajimirsadeghi, Hossein
    Lucas, Caro
    [J]. EUROCON 2009: INTERNATIONAL IEEE CONFERENCE DEVOTED TO THE 150 ANNIVERSARY OF ALEXANDER S. POPOV, VOLS 1- 4, PROCEEDINGS, 2009, : 1964 - 1971
  • [8] PSO-DE-Based Regional Scheduling Method for Shared Vehicles
    Jiuxiang Baowei Zhang
    Yonghua Song
    [J]. Automatic Control and Computer Sciences, 2023, 57 : 167 - 176
  • [9] PSO-DE-Based Regional Scheduling Method for Shared Vehicles
    Zhang, Baowei
    Song, Jiuxiang
    Wang, Yonghua
    [J]. AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2023, 57 (02) : 167 - 176
  • [10] A novel hybrid PSO–GWO algorithm for optimization problems
    Fatih Ahmet Şenel
    Fatih Gökçe
    Asım Sinan Yüksel
    Tuncay Yiğit
    [J]. Engineering with Computers, 2019, 35 : 1359 - 1373
12345