Advances in the evolutionary synthesis of intelligent agents /:
"This book explores a central issue in artificial intelligence, cognitive science, and artificial life: how to design information structures and processes that create and adapt intelligent agents through evolution and learning." "The book is organized around four topics: the power of...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Weitere Verfasser: | , |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Mass. :
MIT Press,
2001.
©2001 |
| Schriftenreihe: | Bradford book.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "This book explores a central issue in artificial intelligence, cognitive science, and artificial life: how to design information structures and processes that create and adapt intelligent agents through evolution and learning." "The book is organized around four topics: the power of evolution to determine effective solutions to complex tasks, mechanisms to make evolutionary design scalable, the use of evolutionary search in conjunction with local learning algorithms, and the extension of evolutionary search in novel directions."--Jacket |
| Beschreibung: | "A Bradford book." |
| Beschreibung: | 1 online resource (xxiv, 480 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 0585387168 9780585387161 9780262162012 0262162016 0262281309 9780262281300 |
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| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | 0 | |g 1. |t Evolutionary and neural synthesis of intelligent agents / |r by Karthik Balakrishnan and Vasant Honavar -- |g 2. |t Cellular encoding for interactive evolutionary robotics / |r by Frédéric Gruau and Kameel Quatramaran -- |g 3. |t The emergence of communication through synthetic evolution / |r by Bruce J. MacLennan -- |g 4. |t Optimization of classifiers using genetic algorithms / |r by J.J. Merelo, A. Prieto and F. Morán -- |g 5. |t Evolving neuro-controllers and sensors for artificial agents / |r by Karthik Balakrishnan and Vasant Honavar -- |g 6. |t Combined biological metaphors / |r by Egbert J.W. Boers and Ida G. Sprinkhuizen-Kuyper -- |g 7. |t Evolutionary neurogenesis applied to mobile robotics / |r by Oliver Michel -- |g 8. |t Development in neural networks / |r by Domenico Parisi and Stefano Nolfi -- |g 9. |t Evolution and learning in radial basis function neural networks : a hybrid approach / |r by Brian Carse, Terence C. Fogarty and John C.W. Sullivan -- |g 10. |t Co-evolution and ontogenetic change in competing robots / |r by Dario Floreano, Stefano Nolfi and Francesco Mondada -- |g 11. |t Goal directed adaptive behavior in second-order neural networks : learning and evolving in the MAXSON architecture / |r by Federick L. Crabbe and Michael G. Dyer -- |g 12. |t Evolving heterogeneous neural agents by local selection / |r by Filippo Menczer, W. Nick Street and Melania Degeratu -- |g 13. |t Learning sequential decision tasks through symbiotic evolution of neural networks / |r by David E. Moriarty and Risto Miikkulainen -- |g 14. |t From evolving a single neural network to evolving neural network ensembles / |r by Xin Yao and Yong Liu -- |g 15. |t Evolutionary synthesis of Bayesian networks for optimization / |r by Heinz Mühlenbein and Thilo Mahnig. |
| 520 | 1 | |a "This book explores a central issue in artificial intelligence, cognitive science, and artificial life: how to design information structures and processes that create and adapt intelligent agents through evolution and learning." "The book is organized around four topics: the power of evolution to determine effective solutions to complex tasks, mechanisms to make evolutionary design scalable, the use of evolutionary search in conjunction with local learning algorithms, and the extension of evolutionary search in novel directions."--Jacket | |
| 588 | 0 | |a Print version record. | |
| 546 | |a English. | ||
| 650 | 0 | |a Intelligent agents (Computer software) |0 http://id.loc.gov/authorities/subjects/sh97000493 | |
| 650 | 0 | |a Evolutionary programming (Computer science) |0 http://id.loc.gov/authorities/subjects/sh95003941 | |
| 650 | 6 | |a Agents intelligents (Logiciels) | |
| 650 | 6 | |a Programmation évolutive (Informatique) | |
| 650 | 6 | |a Programmation évolutive. | |
| 650 | 7 | |a COMPUTERS |x Enterprise Applications |x Business Intelligence Tools. |2 bisacsh | |
| 650 | 7 | |a COMPUTERS |x Intelligence (AI) & Semantics. |2 bisacsh | |
| 650 | 7 | |a Evolutionary programming (Computer science) |2 fast | |
| 650 | 7 | |a Intelligent agents (Computer software) |2 fast | |
| 650 | 7 | |a Agent |g Künstliche Intelligenz |2 gnd | |
| 650 | 7 | |a Aufsatzsammlung |2 gnd | |
| 650 | 7 | |a Künstliche Evolution |2 gnd |0 http://d-nb.info/gnd/4415327-2 | |
| 650 | 1 | 7 | |a Agentia. |2 gtt |
| 650 | 1 | 7 | |a Genetische algoritmen. |2 gtt |
| 653 | |a COMPUTER SCIENCE/Artificial Intelligence | ||
| 700 | 1 | |a Honavar, Vasant. |0 http://id.loc.gov/authorities/names/n93122761 | |
| 700 | 1 | |a Balakrishnan, Karthik, |d 1970- |1 https://id.oclc.org/worldcat/entity/E39PCjJpbvjJ9MvtKjvrRQg6PP |0 http://id.loc.gov/authorities/names/n00015633 | |
| 758 | |i has work: |a Advances in the evolutionary synthesis of intelligent agents (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFXx3DMphF9kjy8YyJdfFX |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Patel, Mukesh. |t Advances in the evolutionary synthesis of intelligent agents. |d Cambridge, Mass. : MIT Press, 2001 |z 0262162016 |w (DLC) 00053691 |w (OCoLC)45315232 |
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| author | Patel, Mukesh |
| author2 | Honavar, Vasant Balakrishnan, Karthik, 1970- |
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| author_GND | http://id.loc.gov/authorities/names/n00015634 http://id.loc.gov/authorities/names/n93122761 http://id.loc.gov/authorities/names/n00015633 |
| author_additional | by Karthik Balakrishnan and Vasant Honavar -- by Frédéric Gruau and Kameel Quatramaran -- by Bruce J. MacLennan -- by J.J. Merelo, A. Prieto and F. Morán -- by Egbert J.W. Boers and Ida G. Sprinkhuizen-Kuyper -- by Oliver Michel -- by Domenico Parisi and Stefano Nolfi -- by Brian Carse, Terence C. Fogarty and John C.W. Sullivan -- by Dario Floreano, Stefano Nolfi and Francesco Mondada -- by Federick L. Crabbe and Michael G. Dyer -- by Filippo Menczer, W. Nick Street and Melania Degeratu -- by David E. Moriarty and Risto Miikkulainen -- by Xin Yao and Yong Liu -- by Heinz Mühlenbein and Thilo Mahnig. |
| author_facet | Patel, Mukesh Honavar, Vasant Balakrishnan, Karthik, 1970- |
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| contents | Evolutionary and neural synthesis of intelligent agents / Cellular encoding for interactive evolutionary robotics / The emergence of communication through synthetic evolution / Optimization of classifiers using genetic algorithms / Evolving neuro-controllers and sensors for artificial agents / Combined biological metaphors / Evolutionary neurogenesis applied to mobile robotics / Development in neural networks / Evolution and learning in radial basis function neural networks : a hybrid approach / Co-evolution and ontogenetic change in competing robots / Goal directed adaptive behavior in second-order neural networks : learning and evolving in the MAXSON architecture / Evolving heterogeneous neural agents by local selection / Learning sequential decision tasks through symbiotic evolution of neural networks / From evolving a single neural network to evolving neural network ensembles / Evolutionary synthesis of Bayesian networks for optimization / |
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| discipline | Informatik |
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| id | ZDB-4-EBU-ocm49569598 |
| illustrated | Illustrated |
| indexdate | 2024-11-26T14:48:56Z |
| institution | BVB |
| isbn | 0585387168 9780585387161 9780262162012 0262162016 0262281309 9780262281300 |
| language | English |
| oclc_num | 49569598 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xxiv, 480 pages) : illustrations |
| psigel | ZDB-4-EBU |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| publisher | MIT Press, |
| record_format | marc |
| series | Bradford book. |
| spelling | Patel, Mukesh. http://id.loc.gov/authorities/names/n00015634 Advances in the evolutionary synthesis of intelligent agents / edited by Mukesh Patel, Vasant Honavar, Karthik Balakrishnan. Cambridge, Mass. : MIT Press, 2001. ©2001 1 online resource (xxiv, 480 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier text file rdaft "A Bradford book." Includes bibliographical references and index. 1. Evolutionary and neural synthesis of intelligent agents / by Karthik Balakrishnan and Vasant Honavar -- 2. Cellular encoding for interactive evolutionary robotics / by Frédéric Gruau and Kameel Quatramaran -- 3. The emergence of communication through synthetic evolution / by Bruce J. MacLennan -- 4. Optimization of classifiers using genetic algorithms / by J.J. Merelo, A. Prieto and F. Morán -- 5. Evolving neuro-controllers and sensors for artificial agents / by Karthik Balakrishnan and Vasant Honavar -- 6. Combined biological metaphors / by Egbert J.W. Boers and Ida G. Sprinkhuizen-Kuyper -- 7. Evolutionary neurogenesis applied to mobile robotics / by Oliver Michel -- 8. Development in neural networks / by Domenico Parisi and Stefano Nolfi -- 9. Evolution and learning in radial basis function neural networks : a hybrid approach / by Brian Carse, Terence C. Fogarty and John C.W. Sullivan -- 10. Co-evolution and ontogenetic change in competing robots / by Dario Floreano, Stefano Nolfi and Francesco Mondada -- 11. Goal directed adaptive behavior in second-order neural networks : learning and evolving in the MAXSON architecture / by Federick L. Crabbe and Michael G. Dyer -- 12. Evolving heterogeneous neural agents by local selection / by Filippo Menczer, W. Nick Street and Melania Degeratu -- 13. Learning sequential decision tasks through symbiotic evolution of neural networks / by David E. Moriarty and Risto Miikkulainen -- 14. From evolving a single neural network to evolving neural network ensembles / by Xin Yao and Yong Liu -- 15. Evolutionary synthesis of Bayesian networks for optimization / by Heinz Mühlenbein and Thilo Mahnig. "This book explores a central issue in artificial intelligence, cognitive science, and artificial life: how to design information structures and processes that create and adapt intelligent agents through evolution and learning." "The book is organized around four topics: the power of evolution to determine effective solutions to complex tasks, mechanisms to make evolutionary design scalable, the use of evolutionary search in conjunction with local learning algorithms, and the extension of evolutionary search in novel directions."--Jacket Print version record. English. Intelligent agents (Computer software) http://id.loc.gov/authorities/subjects/sh97000493 Evolutionary programming (Computer science) http://id.loc.gov/authorities/subjects/sh95003941 Agents intelligents (Logiciels) Programmation évolutive (Informatique) Programmation évolutive. COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Evolutionary programming (Computer science) fast Intelligent agents (Computer software) fast Agent Künstliche Intelligenz gnd Aufsatzsammlung gnd Künstliche Evolution gnd http://d-nb.info/gnd/4415327-2 Agentia. gtt Genetische algoritmen. gtt COMPUTER SCIENCE/Artificial Intelligence Honavar, Vasant. http://id.loc.gov/authorities/names/n93122761 Balakrishnan, Karthik, 1970- https://id.oclc.org/worldcat/entity/E39PCjJpbvjJ9MvtKjvrRQg6PP http://id.loc.gov/authorities/names/n00015633 has work: Advances in the evolutionary synthesis of intelligent agents (Text) https://id.oclc.org/worldcat/entity/E39PCFXx3DMphF9kjy8YyJdfFX https://id.oclc.org/worldcat/ontology/hasWork Print version: Patel, Mukesh. Advances in the evolutionary synthesis of intelligent agents. Cambridge, Mass. : MIT Press, 2001 0262162016 (DLC) 00053691 (OCoLC)45315232 Bradford book. FWS01 ZDB-4-EBU FWS_PDA_EBU https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=63154 Volltext |
| spellingShingle | Patel, Mukesh Advances in the evolutionary synthesis of intelligent agents / Bradford book. Evolutionary and neural synthesis of intelligent agents / Cellular encoding for interactive evolutionary robotics / The emergence of communication through synthetic evolution / Optimization of classifiers using genetic algorithms / Evolving neuro-controllers and sensors for artificial agents / Combined biological metaphors / Evolutionary neurogenesis applied to mobile robotics / Development in neural networks / Evolution and learning in radial basis function neural networks : a hybrid approach / Co-evolution and ontogenetic change in competing robots / Goal directed adaptive behavior in second-order neural networks : learning and evolving in the MAXSON architecture / Evolving heterogeneous neural agents by local selection / Learning sequential decision tasks through symbiotic evolution of neural networks / From evolving a single neural network to evolving neural network ensembles / Evolutionary synthesis of Bayesian networks for optimization / Intelligent agents (Computer software) http://id.loc.gov/authorities/subjects/sh97000493 Evolutionary programming (Computer science) http://id.loc.gov/authorities/subjects/sh95003941 Agents intelligents (Logiciels) Programmation évolutive (Informatique) Programmation évolutive. COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Evolutionary programming (Computer science) fast Intelligent agents (Computer software) fast Agent Künstliche Intelligenz gnd Aufsatzsammlung gnd Künstliche Evolution gnd http://d-nb.info/gnd/4415327-2 Agentia. gtt Genetische algoritmen. gtt |
| subject_GND | http://id.loc.gov/authorities/subjects/sh97000493 http://id.loc.gov/authorities/subjects/sh95003941 http://d-nb.info/gnd/4415327-2 |
| title | Advances in the evolutionary synthesis of intelligent agents / |
| title_alt | Evolutionary and neural synthesis of intelligent agents / Cellular encoding for interactive evolutionary robotics / The emergence of communication through synthetic evolution / Optimization of classifiers using genetic algorithms / Evolving neuro-controllers and sensors for artificial agents / Combined biological metaphors / Evolutionary neurogenesis applied to mobile robotics / Development in neural networks / Evolution and learning in radial basis function neural networks : a hybrid approach / Co-evolution and ontogenetic change in competing robots / Goal directed adaptive behavior in second-order neural networks : learning and evolving in the MAXSON architecture / Evolving heterogeneous neural agents by local selection / Learning sequential decision tasks through symbiotic evolution of neural networks / From evolving a single neural network to evolving neural network ensembles / Evolutionary synthesis of Bayesian networks for optimization / |
| title_auth | Advances in the evolutionary synthesis of intelligent agents / |
| title_exact_search | Advances in the evolutionary synthesis of intelligent agents / |
| title_full | Advances in the evolutionary synthesis of intelligent agents / edited by Mukesh Patel, Vasant Honavar, Karthik Balakrishnan. |
| title_fullStr | Advances in the evolutionary synthesis of intelligent agents / edited by Mukesh Patel, Vasant Honavar, Karthik Balakrishnan. |
| title_full_unstemmed | Advances in the evolutionary synthesis of intelligent agents / edited by Mukesh Patel, Vasant Honavar, Karthik Balakrishnan. |
| title_short | Advances in the evolutionary synthesis of intelligent agents / |
| title_sort | advances in the evolutionary synthesis of intelligent agents |
| topic | Intelligent agents (Computer software) http://id.loc.gov/authorities/subjects/sh97000493 Evolutionary programming (Computer science) http://id.loc.gov/authorities/subjects/sh95003941 Agents intelligents (Logiciels) Programmation évolutive (Informatique) Programmation évolutive. COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Evolutionary programming (Computer science) fast Intelligent agents (Computer software) fast Agent Künstliche Intelligenz gnd Aufsatzsammlung gnd Künstliche Evolution gnd http://d-nb.info/gnd/4415327-2 Agentia. gtt Genetische algoritmen. gtt |
| topic_facet | Intelligent agents (Computer software) Evolutionary programming (Computer science) Agents intelligents (Logiciels) Programmation évolutive (Informatique) Programmation évolutive. COMPUTERS Enterprise Applications Business Intelligence Tools. COMPUTERS Intelligence (AI) & Semantics. Agent Künstliche Intelligenz Aufsatzsammlung Künstliche Evolution Agentia. Genetische algoritmen. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=63154 |
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