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Combining Harmony search algorithm and Ant Colony Optimization algorithm to increase the lifetime of Wireless Sensor Networks

Credit to Download: 1 | Page Numbers 8 | Abstract Views: 70
Year: 2015
COI code: JR_JACET-1-3_002
Paper Language: English

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Authors Combining Harmony search algorithm and Ant Colony Optimization algorithm to increase the lifetime of Wireless Sensor Networks

Zahra Kamaei - Faculty of Computer and Information Technology Engineering, Science and Research Branch, Islamic Azad University, Qazvin, Iran
  Hamidreza Bakhshi - Associate Professor, Electrical Engineering Department, Shahed University, Tehran, Iran
  Behrooz Masoumi - Assistant Professor, Faculty of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran

Abstract:

Wireless Sensor Networks are the new generation of networks that typically are formed great numbers of nodes and the communications of these nodes are done as Wireless. The main goal of these networks is collecting data from neighboring environment of network sensors. Since the sensor nodes are battery operated and there is no possibility of charging or replacing the batteries, the lifetime of the networks is dependent on the energy of sensors. The objective of this research, is to combine the Harmony Search Algorithm and Ant Colony Optimization Algorithm, as successful meta heuristic algorithm to routing at wireless sensor to increase lifetime at this type of networks. To this purpose, algorithm called HS-ACO is suggested. In this algorithm, two criterion of reduction consumption of energy and appropriate distribution of consumption energy between nodes of sensor leads to increase lifetime of network is considered. Results of simulations, show the capability of the proposed algorithm in finding the Proper path and establishment appropriate balance in the energy consumed by the nodes. Propose algorithm is better than Harmony Search algorithm and Ant Colony Optimization algorithm and Genetic Ant algorithm.

Keywords:

Wireless Sensor Network, routing, meta heuristic algorithms, Harmony Search Algorithm, Ant Colony Optimization Algorithm

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COI code: JR_JACET-1-3_002

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Kamaei, Zahra; Hamidreza Bakhshi & Behrooz Masoumi, 2015, Combining Harmony search algorithm and Ant Colony Optimization algorithm to increase the lifetime of Wireless Sensor Networks, Journal of Advances in Computer Engineering and Technology 1 (3), https://www.civilica.com/Paper-JR_JACET-JR_JACET-1-3_002.htmlInside the text, wherever referred to or an achievement of this article is mentioned, after mentioning the article, inside the parental, the following specifications are written.
First Time: (Kamaei, Zahra; Hamidreza Bakhshi & Behrooz Masoumi, 2015)
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