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Elitist Genetic Algorithm Based Energy Balanced Routing Strategy to Prolong Lifetime of Wireless Sensor Networks
Joint Authors
Sharma, Vidushi
Singh, Vinay Kumar
Source
Chinese Journal of Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-16
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Engineering Sciences and Information Technology
Abstract EN
Wireless sensor networks have gained worldwide attention in recent years due to the advances made in wireless communication.
Unequal energy dissipation causes the nodes to fail.
The factors causing the unequal energy dissipation are, firstly, the distance between the nodes and base station and, secondly, the distance between the nodes themselves.
Using traditional methods, it is difficult to obtain the high precision of solution as the problem is NP hard.
The routing in wireless networks is a combinatorial optimization problem; hence, genetic algorithms can provide optimized solution to energy efficient shortest path.
The proposed algorithm has its inherent advantage that it keeps the elite solutions in the next generation so as to quickly converge towards the global optima also during path selection; it takes into account the energy balance of the network, so that the life time of the network can be prolonged.
The results show that the algorithm is efficient for finding the optimal energy constrained route as they can converge faster than other traditional methods used for combinatorial optimization problems.
American Psychological Association (APA)
Singh, Vinay Kumar& Sharma, Vidushi. 2014. Elitist Genetic Algorithm Based Energy Balanced Routing Strategy to Prolong Lifetime of Wireless Sensor Networks. Chinese Journal of Engineering،Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-472281
Modern Language Association (MLA)
Singh, Vinay Kumar& Sharma, Vidushi. Elitist Genetic Algorithm Based Energy Balanced Routing Strategy to Prolong Lifetime of Wireless Sensor Networks. Chinese Journal of Engineering No. 2014 (2014), pp.1-6.
https://search.emarefa.net/detail/BIM-472281
American Medical Association (AMA)
Singh, Vinay Kumar& Sharma, Vidushi. Elitist Genetic Algorithm Based Energy Balanced Routing Strategy to Prolong Lifetime of Wireless Sensor Networks. Chinese Journal of Engineering. 2014. Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-472281
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-472281