Dynamic Network Formation Using Ant Colony Optimization - Softcover

Oimoen, Steven C

 
9781288397464: Dynamic Network Formation Using Ant Colony Optimization
Softcover
ISBN 10: 1288397461 ISBN 13: 9781288397464
Publisher: BiblioBazaar, LLC, 2012

Synopsis

This research presents three contributions for solving highly dynamic (i.e. drastic change within the network) Multi-commodity Capacitated Network Design Problems (MCNDPs) resulting in a distributed multi-agent network design algorithm. The first contribution incorporates an Ant Colony Optimization (ACO) algorithm Ant Colony System (ACS) to solve the static MCNDP with weak constraints. Second, a new algorithm is developed and has the capability to dynamically adjust its exploration parameter of the solution space. This enhanced algorithm converges quickly and automatically adjusts to the dynamically changing network environment. Third, a distributed approach is created replacing the previous centralized solver.

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Publisher
BiblioBazaar, LLC
Publication date
2012
Language
English
ISBN 10 
1288397461
ISBN 13 
9781288397464
Binding
Paperback
Number of pages
316

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