Articoli correlati a Dynamic Network Formation Using Ant Colony Optimization

Dynamic Network Formation Using Ant Colony Optimization - Brossura

Oimoen, Steven C.

 
9781288397464: Dynamic Network Formation Using Ant Colony Optimization
Brossura
ISBN 10: 1288397461 ISBN 13: 9781288397464
Casa editrice: Legare Street Press, 2012

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
Legare Street Press
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
1288397461
ISBN 13 
9781288397464
Rilegatura
Copertina flessibile
Numero di pagine
316
Contatto del produttore
non disponibile
Persona responsabile
GPSR Kontakt
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Germania