QoS routing optimization strategy using genetic algorithm in optical fiber communication networks

QoS routing optimization strategy using genetic algorithm in optical fiber communication networks

This paper describes the routing problems in optical fiber networks, defines five constraints, induces and simplifies the evaluation function and fitness function, and proposes a routing approach based on the genetic algorithm, which includes an operator [OMO] to solve the QoS routing problem in opt...

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Bibliographic Details
Main Authors: WANG, Zhaoxia, CHEN, Zengqiang, YUAN, Zhuzhi
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2004
Subjects:
Genetic algorithm
Optical fiber communication network
Optimal maintain operator (OMO)
QoS routing
Operations Research, Systems Engineering and Industrial Engineering
OS and Networks
Theory and Algorithms
Online Access:https://ink.library.smu.edu.sg/sis_research/5549
https://ink.library.smu.edu.sg/context/sis_research/article/6552/viewcontent/QoSRoutingOptimizationStrategy_2004_av.pdf
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Institution: Singapore Management University
Language: English
Description
Summary:This paper describes the routing problems in optical fiber networks, defines five constraints, induces and simplifies the evaluation function and fitness function, and proposes a routing approach based on the genetic algorithm, which includes an operator [OMO] to solve the QoS routing problem in optical fiber communication networks. The simulation results show that the proposed routing method by using this optimal maintain operator genetic algorithm (OMOGA) is superior to the common genetic algorithms (CGA). It not only is robust and efficient but also converges quickly and can be carried out simply, that makes it better than other complicated GA.

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