An Intelligent Policing-Routing Mechanism Based on Fuzzy Logic and Genetic Algorithms and Its Performance Evaluation

概要

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The Asynchronous Transfer Mode(ATM)has been standardized and widely accepted as a technique to support future B-ISDN networks. Two of important functions for traffic control in ATM networks are policing and routing. All previous studies have treated policing and routing in a separate way. A combination of policing and routing can guarantee a better quality of service and network utilization. So far, many network control strategies have been proposed, but they are not well suited for high speed networks. To cope with rapidly changing network conditions, the traffic control methods for high speed networks must be adaptive, flexible, and intelligent for efficient network management. Use of intelligent algorithms based on fuzzy logic, neural networks and genetic algorithms can prove to be efficient for traffic control in ATM networks. In this paper, we propose an intelligent policing-routing mechanism which is based on fuzzy logic and genetic algorithms. Performance evaluation via simulations shows that, the proposed mechanism performs better than conventional policing mechanisms and routing algorithms.
一般社団法人情報処理学会の論文
2000-11-15