Computer Science – Neural and Evolutionary Computing
Scientific paper
2010-09-22
Computer Science
Neural and Evolutionary Computing
5 pages, 5 figures, International Journal of Computer Science and Information Security (IJCSIS), ISSN: 1947-5500, Vol. 8, No.
Scientific paper
In this paper, Estimation of Distribution Algorithm (EDA) is used for Zone Routing Protocol (ZRP) in Mobile Ad-hoc Network (MANET) instead of Genetic Algorithm (GA). It is an evolutionary approach, and used when the network size grows and the search space increases. When the destination is outside the zone, EDA is applied to find the route with minimum cost and time. The implementation of proposed method is compared with Genetic ZRP, i.e., GZRP and the result demonstrates better performance for the proposed method. Since the method provides a set of paths to the destination, it results in load balance to the network. As both EDA and GA use random search method to reach the optimal point, the searching cost reduced significantly, especially when the number of data is large.
Hossain Suvo Iqbal Md.
Masud Karim S. M.
Nawaz Ripon Kazi Shah
Rahman Farhana Mst.
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