A hybrid genetic approach for channel reuse in multiple access telecommunication networks

Authors:
I. E. Kassotakis;M. E. Markaki;A. V. Vasilakos
Affiliations:
Dept. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens;-;-
Venue:
IEEE Journal on Selected Areas in Communications
Year:
2006

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Abstract

The evolving broadband integrated services digital network is reinforcing the demand for high-speed and high-performance multiple access networks. The number of channels available to support the isochronous traffic in these networks is limited by technology, due to implementation costs. We introduce a method using channel sharing/reusing in an effort to provide efficient management of isochronous traffic under this limitation. The proposed method is based on a hybrid genetic algorithm and aims to accomplish the establishment of a maximal number of connections with the minimal number of isochronous channels. Experimental results are provided and they are compared with those of a deterministic graph coloring algorithm. The performance of the proposed algorithm in all simulation runs reveals the robustness, the flexibility and the efficiency of using evolutionary approaches to complex real-world problems