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Constraint Based Communication Network Design Using Genetic Algorithm: Data Communication Networks

Uma S. V.

ISBN 10: 3843353549 / ISBN 13: 9783843353540
Published by LAP LAMBERT Academic Publishing, 2012
Condition: Good Soft cover
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Bibliographic Details

Title: Constraint Based Communication Network ...

Publisher: LAP LAMBERT Academic Publishing

Publication Date: 2012

Binding: Paperback

Book Condition: Good

About this title

Synopsis:

This book will be extremely useful for network designers, administrators and the research community to design better networks catering to the tailored demands of users today. It gives a detailed insight on using the very popular Genetic Algorithm - A special technique used for designing networks for any desired traffic demand and connectivity. Genetic algorithm is a part of Evolutionary Programming techniques which are based on the Natural evolution of species. It includes - a proper definition of the initial parent population, reproduction through Cross-over and Mutation and Selection of the next generation/ offspring population. This book not only gives the implementation in High level languages like MATLAB, but it also shows how this can be converted to hardware very easily using a Hardware description language like Verilog, therefore making it easily implementable in hardware. Thus the main application of the algorithm like congestion control for networks can be embedded on all intermediate routers which helps in better Quality of Service in the next generation networks

About the Author:

S V Uma is an Associate Professor in the Electronics and Communication Department,R.N.S.Institute of Technology,Bangalore.She teaches courses in Communication - Analog and Digital, Computer Communication Networks and Wireless Communication at both UG and PG levels and her special interests include Ad-HOC Communication and bio-inspired computing.

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