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Topological communication network design using ant colony optimization
Author(s)
Premprayoon, Patomporn
Date Issued
January 1, 2005
Type
Conference Paper
Abstract
In this paper, Ant Colony Optimization (ACO) is proposed to solve the optimal telecommunication networks design considering both economics and reliability. ACQ is a new cooperative agent approach, which is inspired by the observation or the behaviors of real ant colonies on the topic of ant trial formation and foraging methods. In the ACO, a set of cooperating agents called "ants" cooperates to find good solution. The advantages of ACO are parallel search and optimization capabilities. This approach is interested on the model of the reality telecommunication network. Simulation results on multiple test problems with various degrees of constraint show that this approach has high efficiency and is superior to the conventional Tabu Search algorithm (TSA).
Citation
7th International Conference on Advanced Communication Technology Icact 2005, 2, 1147-1151, 2005