Swarm Intelligence Algorithms and its Types

Anto Ramya S. I., Mageswari N.

Abstract


Mobile ad hoc networking is a means of communication that does not rely on any available infrastructure such as committed routers, transceiver base stations or even cables. MANETs have been a demanding subject for research scientists and internet forge. A MANET is a type of ad hoc network that can adapt to locations and organize itself on the fly. Swarm intelligence (SI) is a division that is inspired by natural and artificial system. It is a study of natural happening and individual’s behavior in decentralized environment. Swarm intelligence routing provides a hopeful alternative to these approaches. A new class of algorithms is being developed inspired by swarm intelligence that can resolve several problems of modern communication networks. Such algorithms depend on the interaction of a multitude of simultaneously interacting agents. Few such algorithms are Ant based Control Algorithm, AntNet algorithm, Ant Colony based Routing Algorithm, Mobile Ant based Routing and Termite. These algorithms differ based on the applications used. This paper presents a survey of such algorithms.


Keywords


Ant based Control Algorithm, AntNet algorithm, Ant Colony based Routing Algorithm, Mobile Ant based Routing, Termite, Mobile Ad Hoc Networks, and Swarm Intelligence

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References


S.I.Anto Ramya, “An overview of MANET routing protocols”, IJTRD, 2015.

S.I.Anto Ramya, “Swarm Intelligence in Mobile Ad Hoc Networks – A Road Map”, IJTRD, 2016.

E.Bonabeau, M Dorigo, and G. Theraulaz, Swarm Intelligence:from natural to artificial systems, Oxford University Press, 1999.

G.S. Sharvani, N.K. Cauvery, T.M. Rangaswamy, “Different Types of Swarm Intelligence Algorithm for Routing”,IEEE 2009.

David Jorg, “Ants based Routing in Mobile Ad Hoc Networks”, 2004.

R. Schoonderwoerd, O. Holland, J. Bruten, L. Rothkranz, Ant-based load balancing in telecommunications networks, 1996.

G. Di Caro, M. Dorigo, Mobile Agents for Adaptive Routing, Technical Report, IRIDIA/97-12, Universit Libre de Bruxelles, Beligium, 1997.

B.Baran,R.Sosa, A New Approach for AntNet Routing, Proceeding of the Ninth International conference on Computer Communications and Networks, 2000.

M.Heissenbuttel,T.Braun,Ants-Based Routing in Large Scale Mobile Ad-Hoc Networks, Kommunikation in Verteilten System(KiVS) ,2003

M. Gunes, U. Sorges, I. Bouaziz, ARA – The Ant-Colony Based Routing Algorithm for MANETs Proceedings of the ICPP workshop on Ad-Hoc(IWAHN 2002),IEE Computer Society Pree, 2002,79-85.

E.Bonabeau, M Dorigo, and G. Theraulaz, Swarm Intelligence:from natural to artificial systems, Oxford University Press, 1999.


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