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| Genre/Form: | Electronic books |
|---|---|
| Additional Physical Format: | Print version: Patel, Mukesh. Advances in the evolutionary synthesis of intelligent agents. Cambridge, Mass. : MIT Press, 2001 (DLC) 00053691 (OCoLC)45315232 |
| Material Type: | Internet resource |
| Document Type: | Internet Resource, Computer File |
| All Authors / Contributors: |
Mukesh Patel; Vasant Honavar; Karthik Balakrishnan |
| ISBN: | 0585387168 9780585387161 |
| OCLC Number: | 49569598 |
| Notes: | "A Bradford book." |
| Description: | 1 online resource (xxiv, 480 p.) : ill. |
| Contents: | 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. |
| Series Title: | Bradford book. |
| Responsibility: | edited by Mukesh Patel, Vasant Honavar, Karthik Balakrishnan. |
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