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Content Provider | IEEE Xplore Digital Library |
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Author | Suk Lee Sang Ho Lee Kyung Chang Lee Man Hyung Lee Harashima, F. |
Copyright Year | 1982 |
Abstract | This paper focuses on performance management of communication networks serving various manufacturing systems. The performance management aims to improve the network performance in handling various types of messages by online adjustment of protocol parameters such as timers and queue capacities. The principles of fuzzy logic, genetic algorithms, and neural networks have been combined in formulating the performance management rules and fine-tuning the manager. In order to demonstrate the efficacy of this approach, a performance management procedure developed for the IEEE 802.4 protocol standard has been evaluated via discrete-event simulation. |
Sponsorship | IEEE Industrial Electronics Society |
Starting Page | 731 |
Ending Page | 741 |
Page Count | 11 |
File Size | 286721 |
File Format | |
ISSN | 02780046 |
Volume Number | 48 |
Issue Number | 4 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2001-08-01 |
Publisher Place | U.S.A. |
Access Restriction | One Nation One Subscription (ONOS) |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Intelligent networks Manufacturing systems Protocols Computer integrated manufacturing Computer network management Robots Communication networks Fuzzy logic Genetic algorithms Neural networks |
Content Type | Text |
Resource Type | Article |
Subject | Control and Systems Engineering Electrical and Electronic Engineering Computer Science Applications |
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