Name: Dynamic Network Formation Using Ant Colony Optimization
Price: 1258.00 TWD
Availability: InStock
Author: Oimoen, Steven C.
ISBN: 9781288397464

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portada Dynamic Network Formation Using Ant Colony Optimization

Dynamic Network Formation Using Ant Colony Optimization

Type

Physical Book

Author

Steven C. Oimoen

Publisher

Biblioscholar

Language

English

Pages

318

Format

Paperback

Dimensions

24.6 x 18.9 x 1.7 cm

Weight

0.57 kg.

ISBN13

9781288397464

Synopsis "Dynamic Network Formation Using Ant Colony Optimization"

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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Dynamic Network Formation Using Ant Colony Optimization - Oimoen, Steven C.

Synopsis "Dynamic Network Formation Using Ant Colony Optimization"

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