Title :
Conceptual clustering with parallel genetic algorithm on a multiprocessor system of a fractal geometry-based interconnection network
Author :
Han, Myung-Mook ; Takaoka, Ken ; Tatsumi, Slioji ; Kitamura, Yoshifumi ; Okumoto, Takaaki
Author_Institution :
Dept. of Inf. & Comput. Sci., Osaka City Univ., Japan
Abstract :
The methodology that classify a set of objects obtained by the observation into the meaningful groups has been proposed. In this paper, we consider the conceptual clustering using the genetic algorithm (GA) that is regarded as an effectual method to solve the combinatorial optimization problem through a multiprocessor system (FIN) which has a self-similarity network. The simulation has been implemented by the proposed method
Keywords :
Biological system modeling; Clustering algorithms; Computational modeling; Computer science; Computer simulation; Fractals; Genetic algorithms; Humans; Multiprocessing systems; Optimization methods;
Conference_Titel :
Systems, Man and Cybernetics, 1993. 'Systems Engineering in the Service of Humans', Conference Proceedings., International Conference on
Conference_Location :
Le Touquet
Print_ISBN :
0-7803-0911-1
DOI :
10.1109/ICSMC.1993.384992
