Genetic Algorithms for Topology Control Problems: Design and Performance Analysis of Genetic Algorithms for Topology Control Problems

Sahin, Cem

ISBN 10: 3844309020 ISBN 13: 9783844309027

Editorial: LAP LAMBERT Academic Publishing, 2011

Idioma: Ingl�s

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T�tulo

Genetic Algorithms for Topology Control Problems: Design and Performance Analysis of Genetic Algorithms for Topology Control Problems

Editor

LAP LAMBERT Academic Publishing

Fecha de publicaci�n

2011

Idioma

Ingl�s

ISBN 10

3844309020

ISBN 13

9783844309027

Encuadernaci�n

Paperback

Estado

Like New

Tipo de libro

book

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Sinopsis

This book present a bio-inspired topology control mechanism, force-based genetic algorithm (FGA), where a GA is run by each mobile node to achieve a uniform spread of nodes and to provide a fully connected network over an unknown area. We provide a formal analysis of FGA in terms of convergence speed, uniformity at area coverage, and Lyapunov stability theorem. This work also emphasizes the use of nodes to achieve a uniform distribution over an unknown terrain without a priori information. In contrast, each node running our FGA has to make its own movement direction and speed decisions based on local neighborhood information, such as obstacles and the number of neighbors, without a centralized control unit or global knowledge. The stochastic behavior of FGA makes it difficult to analyze its convergence speed. We built metrically transitive homogeneous and inhomogeneous Markov chain models to analyze the convergence of our FGA with respect to the communication ranges of mobile nodes and the total number of nodes in the system. The Dobrushin contraction coefficient of ergodicity is used for measuring convergence speed for the Markov chain models of our FGA.

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We have collection of General books ,Science Books, Fiction & Academic Books. we ship from multiple location. Delhi, US and UK Return Address Mispah books flat4 , Centenary court, 30 Warwick Road Redhill , SURRE RH1 1FQ United Kingdom

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