RT Journal Article
JF Parallel Algorithms / Architecture Synthesis, AIZU International Symposium on
YR 1997
VO 00
SP 370
TI Parallel Genetic Algorithms for Communication Network Design
A1 Eiju Tsuboi,
A1 Runhe Huang,
A1 Tosiyasu L. Kunii,
A1 Jianhua Ma,
AB This paper is devoted to developing a genetic algorithm for a communication network design that minimizes total link cost, and subjects to some constraints like diameter and two-connectivity. Two parallel genetic algorithms on the level of partitioning requirements and the level of dividing population are proposed and implemented over a transputer based parallel network with various virtual network topologies. The ring-ring topology gives the best performance for the parallel genetic algorithm on the level of partitioning requirements, and the torus topology is the most suitable topology for the parallel genetic algorithm on the level of dividing population.
PB IEEE Computer Society, [URL:http://www.computer.org]
LA English
DO 10.1109/AISPAS.1997.581701
LK http://doi.ieeecomputersociety.org/10.1109/AISPAS.1997.581701