Parallel evolutionary computation: Application of an EA to controller design

被引：0
|
作者：
Parrilla, M [1 ]
Aranda, J [1 ]
Dormido-Canto, S [1 ]
机构：
[1] Univ Nacl Educ Distancia, ETSI Informat, Dept Informat & Automat, Madrid, Spain
来源：
ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING APPLICATIONS: A BIOINSPIRED APPROACH, PT 2, PROCEEDINGS | 2005年 / 3562卷
关键词：
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：
The evolutionary algorithms can be considered as a powerful and interesting technique for solving large kinds of control problems. However, the great disadvantage of the evolutionary algorithms is the great computational cost. So, the objective of this work is the parallel processing of evolutionary algorithms on a general-purpose architecture (cluster of workstations), programmed with a simple and very well-know technique such as message passing.
引用
收藏
页码：153 / 162
页数：10
相关论文
共 50 条
  • [1] Design of an Evolutionary Controller and Its Application
    Kawada, Kazuo
    Yamamoto, Toru
    [J]. 2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 3962 - +
  • [2] Application of evolutionary computation for machine design optimization
    Srinivasan, D
    Liew, AC
    Lim, KL
    [J]. ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 1999, 7 (03): : 127 - 130
  • [3] Supporting Air-Conditioning Controller Design Using Evolutionary Computation
    Kojima, Kazuyuki
    Watanuki, Keiichi
    [J]. JOURNAL OF ADVANCED MECHANICAL DESIGN SYSTEMS AND MANUFACTURING, 2008, 2 (01): : 108 - 118
  • [4] Application of evolutionary computation to aircraft control law design
    Heimes, FO
    Ford, WS
    Land, W
    [J]. PROCEEDINGS OF THE 2001 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2001, : 1040 - 1046
  • [5] Parallel evolutionary computation in bioinformatics applications
    Pinho, Jorge
    Sobral, Joao Luis
    Rocha, Miguel
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2013, 110 (02) : 183 - 191
  • [6] Development of programming language Espace and its application to parallel and distributed evolutionary computation
    Iwakawa, Takehiko
    Ono, Satoshi
    Nakayama, Shigeru
    [J]. ARTIFICIAL LIFE AND ROBOTICS, 2009, 14 (02) : 178 - 181
  • [7] Design and experimental evaluation of self-tuning PID controller using evolutionary computation
    Mitsukura, Y
    Yamamoto, T
    Kaneda, M
    Fukumi, M
    Akamatsu, N
    Shah, SL
    [J]. DIGITAL CONTROL: PAST, PRESENT AND FUTURE OF PID CONTROL, 2000, : 553 - 558
  • [8] Evolutionary Computation and its Application
    Licheng Jiao
    [J]. Science Foundation in China, 2006, (02) : 30 - 31
  • [9] Application of evolutionary computation to bioinformatics
    Ashlock, D
    [J]. GENOME EXPLOITATION: DATA MINING THE GENOME, 2005, : 13 - 30
  • [10] Evolutionary computation in structural design
    Murawski, K
    Arciszewski, T
    De Jong, K
    [J]. ENGINEERING WITH COMPUTERS, 2000, 16 (3-4) : 275 - 286
12345