Advances in computational intelligence theory & applications
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 impe...
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| Main Authors: | , |
|---|---|
| Format: | eBook Book |
| Language: | English |
| Published: |
Singapore
World Scientific Publishing Co. Pte. Ltd
2006
World Scientific World Scientific Publishing Company World Scientific Publishing |
| Series: | Series in intelligent control and intelligent automation |
| Subjects: | |
| ISBN: | 9789812567345, 9812567348, 9789812773920, 9812773924 |
| Online Access: | Get full text |
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Table of Contents:
- Advances in computational intelligence : theory & applications -- Preface -- List of Contributors -- Contents -- Chapter 1: A quest for granular computing and logic processing/Witold Pedrycz -- Chapter 2: Abstraction and linguistic analysis of conventional numerical dynamic systems/Fei-Yue Wang -- Chapter 3: Slicing: a distributed learning approach/Steven A. Eschrich and Lawrence O. Hall -- Chapter 4: Marginal learning algorithms in statistical machine learning/Qing Tao and Jue Wang -- Chapter 5: Constraint handling in genetic algorithm for optimization/Gary G. Yen -- Chapter 6: Hybrid PSO-EA algorithm for training feedforward and recurrent neural networks for challenging problems/Xindi Cai, Ganesh K. Venayagamoorthy, and Donald C. Wunsch II -- Chapter 7: Modular wavelet-fuzzy networks/Yuetong Lin and Fei-Yue Wang -- Chapter 8: Ant colony algorithms: the state-of-the-art/Jihui Zhang, Junqin Xu, and Siying Zhang -- Chapter 9: Motif discoveries in DNA and protein sequences using self-organizing neural networks/Derong Liu and Xiaoxu Xiong -- Chapter 10: Computational complexities of combinatorial problems with applications to reverse engineering of biological networks/Piotr Berman, Bhaskar DasGupta and Eduardo Sontag -- Chapter 11: Advances in fingerprint recognition algorithms with application/Jie Tian, Xinjian Chen, Yangyang Zhang, and Xin Yang -- Chapter 12: Adaptation and predictive control observed in neuromuscular control systems/Jiping He -- Chapter 13: Robust adaptive approximation based backstepping via localized adaptive bounding/Yuanyuan Zhao and Jay A. Farrell -- Chapter 14: Dynamically connected fuzzy single input rule modules and application to underactuated systems/Jianqiang Yi, Naoyoshi Yubazaki, and Kaoru Hirota -- Index -- Back cover