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|a Wang, Fei-Yue.
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|a Advances in Computational Intelligence :
|b Theory & Applications /
|c Fei-Yue Wang, Derong Liu.
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|a Toh Tuck Link, Singapore ;
|a New Jersey :
|b World Scientific,
|c ©2006.
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|a 1 online resource (xxiii, 453 pages) :
|b illustrations
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|a Series in intelligent control and intelligent automation ;
|v v. 5
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|a Includes bibliographical references and index.
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|a 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.
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|a Print version record.
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|a 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.
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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|a Artificial intelligence.
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|a Computational intelligence.
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|a Artificial Intelligence
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|a Engineering & Applied Sciences.
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|a Computer Science.
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|a Liu, Derong.
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|i Print version:
|a Wang, Fei-Yue.
|t Advances in computational intelligence.
|d Toh Tuck Link, Singapore ; New Jersey : World Scientific, ©2006
|w (DLC) 2006284102
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|a Series in intelligent control and intelligent automation ;
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