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Quality of Service Routing in Manet Using a Hybrid Intelligent Algorithm Inspired by Cuckoo Search
Joint Authors
Rajalakshmi, S.
Maguteeswaran, R.
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-01
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
A hybrid computational intelligent algorithm is proposed by integrating the salient features of two different heuristic techniques to solve a multiconstrained Quality of Service Routing (QoSR) problem in Mobile Ad Hoc Networks (MANETs) is presented.
The QoSR is always a tricky problem to determine an optimum route that satisfies variety of necessary constraints in a MANET.
The problem is also declared as NP-hard due to the nature of constant topology variation of the MANETs.
Thus a solution technique that embarks upon the challenges of the QoSR problem is needed to be underpinned.
This paper proposes a hybrid algorithm by modifying the Cuckoo Search Algorithm (CSA) with the new position updating mechanism.
This updating mechanism is derived from the differential evolution (DE) algorithm, where the candidates learn from diversified search regions.
Thus the CSA will act as the main search procedure guided by the updating mechanism derived from DE, called tuned CSA (TCSA).
Numerical simulations on MANETs are performed to demonstrate the effectiveness of the proposed TCSA method by determining an optimum route that satisfies various Quality of Service (QoS) constraints.
The results are compared with some of the existing techniques in the literature; therefore the superiority of the proposed method is established.
American Psychological Association (APA)
Rajalakshmi, S.& Maguteeswaran, R.. 2015. Quality of Service Routing in Manet Using a Hybrid Intelligent Algorithm Inspired by Cuckoo Search. The Scientific World Journal،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1078993
Modern Language Association (MLA)
Rajalakshmi, S.& Maguteeswaran, R.. Quality of Service Routing in Manet Using a Hybrid Intelligent Algorithm Inspired by Cuckoo Search. The Scientific World Journal No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1078993
American Medical Association (AMA)
Rajalakshmi, S.& Maguteeswaran, R.. Quality of Service Routing in Manet Using a Hybrid Intelligent Algorithm Inspired by Cuckoo Search. The Scientific World Journal. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1078993
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1078993