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Based on the Genetic Algorithm to Optimize the QoS Routing Algorithm

초록

영어

This article introduce the genetic algorithm to solve the routing problem with QoS requirements, solve the traditional routing algorithms in completely the limitation of the NP problem. QoS routing optimization model is given, and the detailed design of genetic algorithm encoding scheme, fitness function, selection operator, crossover operator and mutation operator. Finally, the simulation experiment algorithm according to have better convergence and stability, in solving the problem of QoS routing is feasible.

목차

Abstract
 1. Introduction
 2. Related Works
  2.1. Genetic Algorithm Basic Steps
 3. QoS Routing Algorithm based on Genetic Algorithm Design
  3.1. Optimization Model to Describe
  3.2. Coding Scheme
  3.3. Design of Fitness Function
  3.4. Selection Operator
  3.5. Crossover Operator
 4. Simulation Results and Analysis
  4.1. Network Topology and Parameters Setting
 5. Conclusion
 References

저자정보

  • Jing Yang Dept. of Computer Science Yunyang Teachers' College, Shiyan 442000, China

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