The bandwidth allocation of ATM through genetic algorithm

Document Type

Conference Proceeding

Publication Date

12-1-1991

Abstract

The authors develop an optimization algorithm based on the genetic algorithm to achieve the bandwidth allocation of the ATM (asynchronous transfer mode) network. Using the ATM technique, one can flexibly reconfigure the network and reassign the bandwidth to meet the requirements of all types of services. By dynamically routing the traffic and adjusting the bandwidth assignment, the average packet delay of the whole network can be reduced to a minimum. The M/M/1 model can be used to analyze the performance. The genetic algorithm is applied to the bandwidth allocation problem of ATM to find the minimum average packet delay of the network. Simulation results show that a substantially delay improvement (41.8%) can be achieved within 30 iterations.

Identifier

0026381705 (Scopus)

ISBN

[0879426977]

Publication Title

IEEE Global Telecommunications Conference and Exhibition

First Page

125

Last Page

129

Volume

1

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