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Computational intelligence in telecommunications networks /

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Telecommunications has evolved and grown at an explosive rate in recent years and will undoubtedly continue to do so. As its functions, applications, and technology grow, it becomes increasingly complex and difficult, if not impossible, to meet the demands of a global network using conventional comp...

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Bibliographic Details
Corporate Author: Taylor & Francis
Other Authors: Pedrycz, Witold, 1953-, Vasilakos, Athanasios
Format: eBook
Language:English
Published: Boca Raton : CRC Press, ©2001.
Subjects:
Soft computing.
Telecommunication systems.
Informatique douce.
Systèmes de télécommunications.
telecommunication systems.
COMPUTERS > Enterprise Applications > Business Intelligence Tools.
COMPUTERS > Intelligence (AI) & Semantics.
Soft computing
Telecommunication systems
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Computational intelligence: a development environment for telecommunications networks / Witold Pedrycz, Athanasios V. Vasilakos
  • Neural network methods for call admission control / Richard G. Ogier, Nina Taft-Plotkin
  • CAC and computational intelligence / Ray-Guang Cheng, Chung-Ju Chang
  • Fuzzy connection admission control for ATM networks / Kiyohiko Uehara, Kaoru Hirota
  • Congestion control / Andreas Pitsillides, Ahmet Sekercioglu
  • Fuzzy queue function for ERICA ATM switch controller / Yaron Klein, Abraham Kandel
  • Fuzzy rate regulation with feedback controllers in ATM networks / Christos Douligeris, Yao-Ching Liu
  • Applicability of reinforcement learning algorithms to usage parameter control / Antonios F. Atlasis, Athanasios V. Vaskilakos
  • Networking algorithms and computational intelligence / Sumit Ghosh [and others]
  • QoS-based hierarchical routing in ATM networks using reinforcement learning algorithms: a methodology / Marios P. Saltouros [and others]
  • Network routing with the use of evolutionary methods / Masaharu Munetomo
  • Design and use of neural network applications in telecommunications / R.J. Frank, N. Davey, S.P. Hunt
  • Elements of computational intelligence for network management / P. Venkataram
  • Intelligent monitoring for network fault management / Cynthia S. Hood, Chuanyi Ji
  • Hybrid genetic approach for channel reuse in multiple access telecommunication networks / Imrich Chlamtac, Andrea Fumagalli, Luca Valcarenghi
  • Dynamic channel assignment schemes using neural networks / D. Tissainayagam, M. Palaniswami, D. Everitt
  • Mobility profile prediction using fuzzy inference in cellular networks / Xuemin SHen, Jon W. Mark
  • Intelligent agents in telecommunication networks / Costas Tsatsoulis, Leen-Kiat Soh.