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Journal of Artificial Intelligence and Capsule Networks

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Home / Archives / Volume-3 / Issue-1 / Article-6

Volume - 3 | Issue - 1 | march 2021

Artificial Bee Colony Optimization Algorithm for Enhancing Routing in Wireless Networks
Dr. I. Jeena Jacob, Dr. P. Ebby Darney  324  162
Pages: 62-71
Cite this article
Jacob, D. I. J. & Darney, D. P. E. (2021). Artificial Bee Colony Optimization Algorithm for Enhancing Routing in Wireless Networks. Journal of Artificial Intelligence and Capsule Networks, 3(1), 62-71. doi:10.36548/jaicn.2021.1.006
Published
29 March, 2021
Abstract

The throughput of wireless multi-channel networks are enhanced using artificial intelligence algorithm. The performance of the network may be improved while reducing the interference. This technique involves three steps namely creation of wireless environment specific model, performance optimization using the right tools and improvement of routing by selecting the performance indicators cautiously. Artificial bee colony optimization algorithm and its evaluative features positively affects communication in wireless networks. The simple behavior of bee agents in this algorithm assist in making synchronous and decentralized routing decisions. The advantages of this algorithm is evident from the MATLAB simulations. The nature inspired routing algorithm offers improved performance when compared to the existing state-of-the-art models. The simple agent model can improve the performance values of the network. The breadth first search variant is utilized for discovery and deterministic evaluation of multiple-paths in the network increasing the overall routing protocol output.

Keywords

Wireless networks throughput routing artificial intelligence artificial bee colony

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