The Application of Improved Genetic Algorithms in Computer Network Reliability Optimization

Author:

Wang Li Yan1,Zheng Xian Feng1

Affiliation:

1. Chongqing University of Posts and Telecommunications

Abstract

To decrease network link cost is one of the most important pairs for computer network reliability optimization design. In order to make the network cost minimum, the network link medium cost, mathematics model of reliability and resolve algorithm must be considered when it is designed. In the paper, we present an improved genetic algorithm used in optimization calculation for minimizing total link cost and increasing the reliability of the network. Executive procedures of the improved algorithm are described. The simulation results show that improved genetic algorithm provides a method to resolves the network reliability optimization problem which normal approach can not resolve. By using the maneuverable algorithm, optimization process is accelerated, efficiency is increased.

Publisher

Trans Tech Publications, Ltd.

Subject

General Engineering

Reference5 articles.

1. Zhang Y, Liu Y Q. Soft calculation method. Beijing: Science Press, (2002).

2. Wang DW, Tang J F, Huang M. Genetic algorithms and engineering design Beijing: Science Press, (2000).

3. Wei L Y, Liu Z Q. The computer network inter locks the equipment Beijing: Greatly Permanent Electronic Press, (1999).

4. Szczerbicka H, Beckcr M, Syrjakow M. Genetic algorithms: A tool for modeling, simulation and optimization of complex systems. Cybernetics and Systems, 1998, 29(7): 639- 659.

5. Altiparmak F, Dengiz B, Smith A E. Reliability optimization of computer communication networks using genetical gorithms. Dawid S, Fanshye. SMC'98 Conference Proceedings. IEEE, 1998: 4676 -4681.

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