Advances in computational intelligence : theory & applications
著者
書誌事項
Advances in computational intelligence : theory & applications
(Series in intelligent control and intelligent automation, v. 5)
World Scientific, c2006
- タイトル別名
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Advances in computational intelligence : theory and applications
大学図書館所蔵 全4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 and index
内容説明・目次
内容説明
Computational Intelligence (CI) is a recently emerging area in fundamental and applied research, exploiting a number of advanced information processing technologies that mainly embody neural networks, fuzzy logic and evolutionary computation. With a major concern to exploiting the tolerance for imperfection, uncertainty, and partial truth to achieve tractability, robustness and low solution cost, it becomes evident that composing methods of CI should be working concurrently rather than separately. It is this conviction that research on the synergism of CI paradigms has experienced significant growth in the last decade with some areas nearing maturity while many others remaining unresolved. This book systematically summarizes the latest findings and sheds light on the respective fields that might lead to future breakthroughs.
目次
- A Quest for Granular Computing and Logic Processing (W Pedrycz)
- Abstraction and Linguistic Analysis of Conventional Numerical Dynamic Systems (F-Y Wang)
- Slicing: A Distributed Learning Approach (S A Eschrich & L O Hall)
- Marginal Learning Algorithms in Statistical Machine Learning (Q Tao & J Wang)
- Constraint Handling in Genetic Algorithm for Optimization (G G Yen)
- Hybrid PSO-EA Algorithm for Training Feedforward and Recurrent Neural Networks for Challenging Problems (X Cai et al.)
- Modular Wavelet-Fuzzy Networks (Y Lin & F-Y Wang)
- Ant Colony Algorithms: The State-of-the-Art (J Zhang et al.)
- Motif Discoveries in DNA and Protein Sequences Using Self-Organizing Neural Networks (D Liu & X Xiong)
- Computational Complexities of Combinatorial Problems with Applications to Reverse Engineering of Biological Networks (P Berman et al.)
- Advances in Fingerprint Recognition Algorithms with Application (J Tian et al.)
- Adaptation and Predictive Control Observed in Neuromuscular Control Systems (J He)
- Robust Adaptive Approximation Based Backstepping via Localized Adaptive Bounding (Y Zhao & J A Farrell)
- Dynamically Connected Fuzzy Single Input Rule Modules and Application to Underactuated Systems (J Yi et al.).
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