Neural network and genetic algorithms for topology optimization of the CCS7 network

Neural network and genetic algorithms for topology optimization of the CCS7 network

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Article ID: iaor20041163
Country: United Kingdom
Volume: 9
Issue: 4
Start Page Number: 427
End Page Number: 436
Publication Date: Jul 2002
Journal: International Transactions in Operational Research
Authors: ,
Keywords: genetic algorithms
Abstract:

The topology optimizations of CCS7 network was formulated in Xin and Xu; the A/B plane partition of High Speed Transport Protocols in CCS7 network is discussed here in detail. The problem is proved to be NP-complete, so neural network and genetic algorithms are applied. With test networks generated randomly, the computing results show that the genetic algorithm is quite robust.

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