Object-oriented library of parallel genetic algorithms and its implementation on workstations and HP/Convex Exemplar

被引：0
|
作者：
Bubak, M
Ciesla, W
Sowa, K
机构：
[1] AGH Univ Sci & Technol, Inst Comp Sci, PL-30059 Krakow, Poland
[2] CYFRONET, Acad Comp Ctr, PL-30059 Krakow, Poland
来源：
HIGH-PERFORMANCE COMPUTING AND NETWORKING | 1997年 / 1225卷
关键词：
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 an object-oriented library of parallel genetic algorithms based on TOLKIEN C++ sequential library. SPMD programming paradigm is applied and Para++ environment is used for message passing. Two main approaches to parallelisation of genetic algorithms were applied: island and global population models. The library was implemented on heterogeneous network of workstations and on HP/Convex Exemplar SPP1600. Obtained results confirm that the library enables easy development of parallel programs exploiting genetic algorithm approach.
引用
收藏
页码：514 / 523
页数：10
相关论文
共 50 条
  • [1] Parallel FEM simulation of forging processes on workstations and HP/Convex Exemplar
    Chrobak, R
    Bubak, M
    Kitowski, J
    Moscinski, J
    HIGH-PERFORMANCE COMPUTING AND NETWORKING, 1997, 1225 : 1018 - 1021
  • [2] A runtime support for object-oriented parallel programming on networks of workstations
    Di Santo, M
    Frattolillo, F
    Russo, W
    Zimeo, E
    PARALLEL COMPUTING: FUNDAMENTALS, APPLICATIONS AND NEW DIRECTIONS, 1998, 12 : 641 - 648
  • [3] Genetic algorithms and object-oriented programming
    Steeb, WH
    Solms, F
    Shi, TK
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C-PHYSICS AND COMPUTERS, 1995, 6 (06): : 853 - 869
  • [4] An object-oriented library of parallel image processing
    Rusin E.V.
    Pattern Recognition and Image Analysis, 2009, 19 (3) : 559 - 561
  • [5] Object-Oriented Parallel Image Processing Library
    Rusin, Evgeny V.
    PARALLEL COMPUTING TECHNOLOGIES, PROCEEDINGS, 2009, 5698 : 344 - 349
  • [6] NETMAN: An object-oriented environment for experimenting distributed algorithms on a network of workstations
    Naik, K
    Tahara, Y
    Cheng, Z
    SEVENTH INTERNATIONAL SYMPOSIUM ON HIGH PERFORMANCE DISTRIBUTED COMPUTING - PROCEEDINGS, 1998, : 350 - 351
  • [7] The design of a parallel programming system for a network of workstations: An object-oriented approach
    Ming, CW
    Chanson, S
    Hamdi, M
    NETWORK-BASED PARALLEL COMPUTING: COMMUNICATION, ARCHITECTURE, AND APPLICATIONS, 1998, 1362 : 59 - 73
  • [8] Object-oriented genetic programming - An initial implementation
    Abbott, R
    PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2003, : 1573 - 1576
  • [9] Object-oriented genetic programming - An initial implementation
    Abbott, R
    MLMTA'03: INTERNATIONAL CONFERENCE ON MACHINE LEARNING; MODELS, TECHNOLOGIES AND APPLICATIONS, 2003, : 24 - 27
  • [10] A parallel, object-oriented implementation of the dynamic recursion method
    Arnold, WT
    Haydock, R
    COMPUTING IN OBJECT-ORIENTED PARALLEL ENVIRONMENTS, 1998, 1505 : 199 - 206
12345