Telecommunications optimization : heuristic and adaptive techniques
著者
書誌事項
Telecommunications optimization : heuristic and adaptive techniques
John Wiley, 2000
大学図書館所蔵 全3件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Includes bibliographical references (p. 373-392) and index
内容説明・目次
内容説明
Written in an accessible and easy-to-read style, this cutting-edge book presents advanced solutions to current and future telecommunications optimization problems. The field of telecommunications is growing and changing ever more rapidly, presenting new real-world problems for optimization researchers to address. Telecommunications engineers tend to know all about the problems involved but are often not aware of developments in computer science and artificial intelligence that might solve those problems. This unique book takes a colloborative approach describing the essence of the problems and then the heuristic and adaptive techniques which are now recognised as adept at solving these problems. In addition the emerging technologies in telecommunications and increasing use of the Internet expand the role that advanced heuristic and adaptive methods can play. Topics covered include:
Heuristic techniques covering local search methods and population-based search techniques
Adaptive computation techniques covering neural computation, fuzzy logic and game theory
Practical and successful ways to address problems in network design and planning, routing, protocol design and network management
This state-of-the-art book will be an essential resource for optimization researchers needing a wider appreciation of the problems in telecommunications, and indispensable for telecommunications engineers using heuristic and adaptive techniques.
目次
Heuristic and Adaptive Techniques in Telecommunications: An Introduction.
NETWORK PLANNING AND DESIGN.
Evolutionary Methods for the Design of Reliable Networks.
Efficient Network Design using Heuristic and Genetic Algorithms.
Tabu Search and Evolutionary Scatter Search for 'Tree-Star' Network Problems, with Applications to Leased Line Network Design.
Addressing Optimization Issues in Network Planning with Evolutionary Computation.
Node-Pair Encoding Genetic Programming for Optical Mesh Network Topology Design.
Optimizing The Access Network.
ROUTING AND PROTOCOLS.
Routing Control in Packet Switched Networks using Soft Computing Techniques.
The Genetic Adaptive Routing Algorithm.
Optimization of Restoration and Routing Strategies.
GA-based Verification of Network Protocols Performance.
Neural Networks for the Optimization of Runtime Adaptable Communication Protocols.
SOFTWARE, STRATEGY AND TRAFFIC MANAGEMENT.
Adaptive Demand-based Heuristics for Traffic Reduction in Distributed Information Systems.
Exploring Evolutionary Approaches to Distributed Database Management.
The Automation of Software Validation using Evolutionary Computation.
Evolutionary Game Theory Applied to Service Selection and Network Ecologies.
Intelligent Flow Control Under Game Theoretic Framework.
Global Search Techiques for problems in Mobile Communications.
An Effective Genetic Algorithm for Fixed Channel Assignment.
References.
Index.
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