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 Author: | |
|---|---|
| Other Authors: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Toh Tuck Link, Singapore ; New Jersey :
World Scientific,
©2006.
|
| Series: | Series in intelligent control and intelligent automation ;
v. 5. |
| Subjects: | |
| Online Access: | DE-862 DE-863 |
| 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 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. |
| Physical Description: | 1 online resource (xxiii, 453 pages) : illustrations |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9789812773920 9812773924 1281379123 9781281379122 |
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| 588 | 0 | |a Print version record. | |
| 520 | |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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| 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. |
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| dewey-ones | 006 - Special computer methods |
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| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| id | ZDB-4-EBA-ocn299584873 |
| illustrated | Illustrated |
| indexdate | 2025-04-11T08:36:17Z |
| institution | BVB |
| isbn | 9789812773920 9812773924 1281379123 9781281379122 |
| language | English |
| oclc_num | 299584873 |
| open_access_boolean | |
| owner | MAIN DE-862 DE-BY-FWS DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-862 DE-BY-FWS DE-863 DE-BY-FWS |
| physical | 1 online resource (xxiii, 453 pages) : illustrations |
| psigel | ZDB-4-EBA FWS_PDA_EBA ZDB-4-EBA |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | World Scientific, |
| record_format | marc |
| series | Series in intelligent control and intelligent automation ; |
| series2 | Series in intelligent control and intelligent automation ; |
| spelling | Wang, Fei-Yue. http://id.loc.gov/authorities/names/n98041502 Advances in Computational Intelligence : Theory & Applications / Fei-Yue Wang, Derong Liu. Toh Tuck Link, Singapore ; New Jersey : World Scientific, ©2006. 1 online resource (xxiii, 453 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier data file Series in intelligent control and intelligent automation ; v. 5 Includes bibliographical references and index. 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. Print version record. 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. Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Computational intelligence. http://id.loc.gov/authorities/subjects/sh94004659 Artificial Intelligence https://id.nlm.nih.gov/mesh/D001185 Engineering & Applied Sciences. Computer Science. Intelligence artificielle. Intelligence informatique. artificial intelligence. aat COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Artificial intelligence fast Computational intelligence fast Liu, Derong. http://id.loc.gov/authorities/names/n88288403 Print version: Wang, Fei-Yue. Advances in computational intelligence. Toh Tuck Link, Singapore ; New Jersey : World Scientific, ©2006 (DLC) 2006284102 Series in intelligent control and intelligent automation ; v. 5. http://id.loc.gov/authorities/names/n95071459 |
| spellingShingle | Wang, Fei-Yue Advances in Computational Intelligence : Theory & Applications / Series in intelligent control and intelligent automation ; 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. Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Computational intelligence. http://id.loc.gov/authorities/subjects/sh94004659 Artificial Intelligence https://id.nlm.nih.gov/mesh/D001185 Engineering & Applied Sciences. Computer Science. Intelligence artificielle. Intelligence informatique. artificial intelligence. aat COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Artificial intelligence fast Computational intelligence fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85008180 http://id.loc.gov/authorities/subjects/sh94004659 https://id.nlm.nih.gov/mesh/D001185 |
| title | Advances in Computational Intelligence : Theory & Applications / |
| title_auth | Advances in Computational Intelligence : Theory & Applications / |
| title_exact_search | Advances in Computational Intelligence : Theory & Applications / |
| title_full | Advances in Computational Intelligence : Theory & Applications / Fei-Yue Wang, Derong Liu. |
| title_fullStr | Advances in Computational Intelligence : Theory & Applications / Fei-Yue Wang, Derong Liu. |
| title_full_unstemmed | Advances in Computational Intelligence : Theory & Applications / Fei-Yue Wang, Derong Liu. |
| title_short | Advances in Computational Intelligence : |
| title_sort | advances in computational intelligence theory applications |
| title_sub | Theory & Applications / |
| topic | Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Computational intelligence. http://id.loc.gov/authorities/subjects/sh94004659 Artificial Intelligence https://id.nlm.nih.gov/mesh/D001185 Engineering & Applied Sciences. Computer Science. Intelligence artificielle. Intelligence informatique. artificial intelligence. aat COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Artificial intelligence fast Computational intelligence fast |
| topic_facet | Artificial intelligence. Computational intelligence. Artificial Intelligence Engineering & Applied Sciences. Computer Science. Intelligence artificielle. Intelligence informatique. artificial intelligence. COMPUTERS Enterprise Applications Business Intelligence Tools. COMPUTERS Intelligence (AI) & Semantics. Artificial intelligence Computational intelligence |
| work_keys_str_mv | AT wangfeiyue advancesincomputationalintelligencetheoryapplications AT liuderong advancesincomputationalintelligencetheoryapplications |