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Advances in Computational Intelligence : Theory & Applications

Author: Fei-Yue Wang; Derong Liu
Publisher: Toh Tuck Link, Singapore ; New Jersey : World Scientific, ©2006.
Series: Series in intelligent control and intelligent automation, v. 5.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Wang, Fei-Yue.
Advances in computational intelligence.
Toh Tuck Link, Singapore ; New Jersey : World Scientific, ©2006
(DLC) 2006284102
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Fei-Yue Wang; Derong Liu
ISBN: 9789812773920 9812773924 1281379123 9781281379122
OCLC Number: 299584873
Description: 1 online resource (xxiii, 453 pages) : illustrations.
Contents: 1. A quest for granular computing and logic processing / W. Pedrycz --
2. Abstraction and linguistic analysis of conventional numerical dynamic systems / F.-Y. Wang --
3. Slicing: a distributed learning approach / S.A. Eschrich and L.O. Hall --
4. Marginal learning algorithms in statistical machine learning / Q. Tao and J. Wang --
5. Constraint handling in genetic algorithm for optimization / G.G. Yen --
6. Hybrid PSO-EA algorithm for training feedforward and recurrent neural networks for challenging problems / X. Cai, G.K. Venayagamoorthy, and D.C. Wunsch II --
7. Modular wavelet-fuzzy networks / Y. Lin and F.-Y. Wang --
8. Ant colony algorithms: the state-of-the-art / J. Zhang, J. Xu, and S. Zhang --
9. Motif discoveries in DNA and protein sequences using self-organizing neural networks / D. Liu and X. Xiong --
10. Computational complexities of combinatorial problems with applications to reverse engineering of biological networks / P. Berman, B. DasGupta, and E. Sontag --
11. Advances in fingerprint recognition algorithms with application / J. Tian, X. Chen, Y. Zhang, and X. Yang --
12. Adaptation and predictive control observed in neuromuscular control systems / J. He. 13. Robust adaptive approximation based backstepping via localized adaptive bonding / Y. Zhao and J.A. Farrell --
14. Dynamically connected fuzzy single input rule modules and application to underactuated systems / J. Yi, N. Yubazaki, and K. Hirota.
Series Title: Series in intelligent control and intelligent automation, v. 5.
Responsibility: Fei-Yue Wang, Derong Liu.

Abstract:

Computational Intelligence is an emerging area in fundamental and applied research, exploiting a number of advanced information processing technologies that mainly embody neural networks, fuzzy logic  Read more...

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