Title :
A network design problem by a GA with linkage identification and recombination for overlapping building blocks
Author :
Tsuji, Miwako ; Munetomo, Masaharu ; Akama, Kiyoshi
Author_Institution :
Hokkaido Univ., Sapporo
Abstract :
Efficient mixing of building blocks is important for genetic algorithms and linkage identification that identify variables tightly linked to form a building block have been proposed. In this paper, we apply D5-GA with CDC - a genetic algorithm incorporating a linkage identification method called D5 and a crossover method called CDC - to a network design problem to verify its performance and examine the applicability of the linkage identification genetic algorithms.
Keywords :
computer networks; genetic algorithms; crossover method; genetic algorithm; linkage identification; network design problem; overlapping building blocks; Algorithm design and analysis; Clustering algorithms; Couplings; Electronic design automation and methodology; Genetic algorithms; Information systems; Laboratories; Large-scale systems; Performance evaluation;
Conference_Titel :
Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1339-3
Electronic_ISBN :
978-1-4244-1340-9
DOI :
10.1109/CEC.2007.4424492