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Dynamic Network Formation Using Ant Colony Optimization

Name: Dynamic Network Formation Using Ant Colony Optimization
Brand: Biblioscholar
SKU: 08249421
Price: 22.88 EUR
Availability: InStock
Author: Steven C Oimoen
ISBN: 9781288397464

Steven C Oimoen

Jezik

Angleščina

Knjiga Mehka

Koda Libristo: 08249421

Založba Biblioscholar, december 2012

This research presents three contributions for solving highly dynamic (i.e. drastic change within th... Celoten opis

Koda Libristo: 08249421

55 b

22.88 €

Na zalogi pri dobavitelju Odposlali bomo v 9-15 dneh

30 dni za vračilo blaga

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.