Genetic programming: A parallel approach

被引：0
|
作者：
Golubski, W [1 ]
机构：
[1] Univ Siegen, Dept Elect Engn & Comp Sci, D-57068 Siegen, Germany
来源：
SOFT-WARE 2002: COMPUTING IN AN IMPERFECT WORLD | 2002年 / 2311卷
关键词：
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
In this paper we introduce a parallel master-worker model for genetic programming where the master and each worker have their own equal-sized populations. The workers execute in parallel starting with the same population and are synchronized after a given interval where all worker populations are replaced by a new one. The proposed model will be applied to symbolic regression problems. Test results on two test series are presented.
引用
收藏
页码：166 / 173
页数：8
相关论文
共 50 条
  • [31] A Dynamic Programming Approach to Individual Initialization in Genetic Programming
    Kren, Tomas
    Neruda, Roman
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS, 2015, : 1752 - 1757
  • [32] A Parallel Dynamic Programming Approach for Data Analysis
    Deepak, Ankit
    Shravya, K. S.
    Chandrasekaran, K.
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (ICRCICN), 2015, : 214 - 219
  • [33] A new approach to programming and prototyping parallel systems
    Olukotun, K
    [J]. HIGH PERFORMANCE COMPUTING - HIPC 2005, PROCEEDINGS, 2005, 3769 : 4 - 4
  • [34] An Approach to Concurrent/Parallel Programming in Java']Java
    Cicirelli, Franco
    Nigro, Christian
    Nigro, Libero
    [J]. 2015 IEEE 13th International Scientific Conference on Informatics, 2015, : 61 - 66
  • [35] A Parallel Integer Programming Approach to Global Routing
    Wu, Tai-Hsuan
    Davoodi, Azadeh
    Linderoth, Jeffrey T.
    [J]. PROCEEDINGS OF THE 47TH DESIGN AUTOMATION CONFERENCE, 2010, : 194 - 199
  • [36] Accelerated parallel genetic programming tree evaluation with OpenCL
    Augusto, Douglas A.
    Barbosa, Helio J. C.
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2013, 73 (01) : 86 - 100
  • [37] Improving induction decision trees with parallel genetic programming
    Folino, G
    Pizzuti, C
    Spezzano, G
    [J]. 10TH EUROMICRO WORKSHOP ON PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING, PROCEEDINGS, 2002, : 181 - 187
  • [38] Applying sample weighting methods to genetic parallel programming
    Cheang, SM
    Lee, KH
    Leung, KS
    [J]. CEC: 2003 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-4, PROCEEDINGS, 2003, : 928 - 935
  • [39] Genetic programming to design communication algorithms for parallel architectures
    Comellas, F.
    Gimenez, G.
    [J]. Parallel Processing Letters, 1998, 8 (04): : 549 - 560
  • [40] Ensemble techniques for parallel genetic programming based classifiers
    Folino, G
    Pizzuti, C
    Spezzano, G
    [J]. GENETIC PROGRAMMING, PROCEEDINGS, 2003, 2610 : 59 - 69
12345