DocumentCode :
3001676
Title :
Distributed meta-heuristic method for network optimization problems in information network
Author :
Shinomiya, Norihiko ; Watanabe, Hitoshi
Author_Institution :
Fac. of Eng., Soka Univ., Tokyo, Japan
Volume :
6
fYear :
1999
fDate :
36342
Firstpage :
318
Abstract :
This paper deals with a network optimization problem with the response-time limitation that minimizes the total capacities of communication channels for a broadcast communication from a given source disseminating information in a network. The solving method and the solution of this problem are defined as E-Transformation and E-Tree. But finding E-Tree that is the minimum cost tree-shaped network essentially belongs to class NP-hard, and we propose meta-heuristic approaches, i.e. Local Search and Tabu Search, with the restriction of the height of a tree for precise approximate solutions. The condition of the height of a tree, which is a property of the network topology, restricts the searching range considerably. We also propose a distributed algorithm of E-Tree search for the sake of an application as an intelligent protocol in a practical large scale information network
Keywords :
broadcasting; channel capacity; distributed algorithms; information networks; optimisation; protocols; tree searching; E-Transformation; E-Tree; Local Search; NP-hard problem; Tabu Search; broadcast system; communication channel capacity; distributed meta-heuristic algorithm; information network; intelligent protocol; network optimization; Broadcasting; Channel capacity; Communication channels; Costs; Distributed algorithms; Intelligent networks; Large-scale systems; Network topology; Optimization methods; Protocols;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
Type :
conf
DOI :
10.1109/ISCAS.1999.780159
Filename :
780159
Link To Document :
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