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Titolo:
Designing communication networks topologies using steady-state genetic algorithms
Autore:
Sayoud, H; Takahashi, K; Vaillant, B;
Indirizzi:
Multimedia Univ, CHBN, Fac Engn, Cyberjaya 63100, Malaysia Multimedia Univ Cyberjaya Malaysia 63100 Engn, Cyberjaya 63100, Malaysia
Titolo Testata:
IEEE COMMUNICATIONS LETTERS
fascicolo: 3, volume: 5, anno: 2001,
pagine: 113 - 115
SICI:
1089-7798(200103)5:3<113:DCNTUS>2.0.ZU;2-5
Fonte:
ISI
Lingua:
ENG
Keywords:
capacity assignment; communication networks; genetic algorithms; topology design;
Tipo documento:
Article
Natura:
Periodico
Settore Disciplinare:
Engineering, Computing & Technology
Citazioni:
4
Recensione:
Indirizzi per estratti:
Indirizzo: Sayoud, H Multimedia Univ, CHBN, Fac Engn, Cyberjaya 63100, Malaysia Multimedia Univ Cyberjaya Malaysia 63100 rjaya 63100, Malaysia
Citazione:
H. Sayoud et al., "Designing communication networks topologies using steady-state genetic algorithms", IEEE COMM L, 5(3), 2001, pp. 113-115

Abstract

This letter presents the application of steady state genetic algorithms (SSGA) to minimize the total installation cost of a communication network by optimally designing the topology layout and assigning the corresponding capacities (TDCA problem). This highly constrained optimization problem is shown to be better solved using GA's. A binary representation of links betweennode pairs is developed and tested on a network of 20 nodes. Improved results, both in terms of network cost, performance and computation speed, are obtained when comparing with existing heuristic approaches.

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Documento generato il 30/03/20 alle ore 00:44:23