Integration of swarm intelligence and artificial neural network /:
This book provides a new forum for the dissemination of knowledge in both theoretical and applied research on swarm intelligence (SI) and artificial neural network (ANN). It accelerates interaction between the two bodies of knowledge and fosters a unified development in the next generation of comput...
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New Jersey ; London :
World Scientific,
2011.
|
| Schriftenreihe: | Series in machine perception and artificial intelligence ;
v. 78. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | This book provides a new forum for the dissemination of knowledge in both theoretical and applied research on swarm intelligence (SI) and artificial neural network (ANN). It accelerates interaction between the two bodies of knowledge and fosters a unified development in the next generation of computational model for machine learning. To the best of our knowledge, the integration of SI and ANN is the first attempt to integrate various aspects of both the independent research area into a single volume. |
| Beschreibung: | 1 online resource (xii, 338 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and indexes. |
| ISBN: | 9789814280150 9814280151 1283433303 9781283433303 9786613433305 6613433306 |
Internformat
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| 520 | |a This book provides a new forum for the dissemination of knowledge in both theoretical and applied research on swarm intelligence (SI) and artificial neural network (ANN). It accelerates interaction between the two bodies of knowledge and fosters a unified development in the next generation of computational model for machine learning. To the best of our knowledge, the integration of SI and ANN is the first attempt to integrate various aspects of both the independent research area into a single volume. | ||
| 546 | |a English. | ||
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| contents | Swarm intelligence and neural networks / S. Dehuri, S.-B. Cho and S. Ghosh -- Neural network and swarm intelligence for data mining / S.N. Omkar and J. Senthilnath -- Multi-objective ant colony optimization : a taxonomy and review of approaches / G. Leguizamón and C.A. Coello Coello -- Recurrent neural networks with discontinuous activation functions for convex optimization / Q. Liu and J. Wang -- Automated power quality disturbance classification using evolvable neural network / B.K. Panigrahi [and others] -- Condition monitoring and fault diagnosis using intelligent techniques / S.K. Yadav, V. Singh, and P.K. Kalra -- Hue-preserving color image enhancement using particle swarm optimization / A. Ghosh and A. Gorai -- Efficient classifier design with hybrid polynomial neural network / B.B. Misra, P.K. Dash and G. Panda -- Efficient prediction of retail sales using differential evolution based adaptive model / R. Majhi, B. Majhi and G. Panda -- Some studies on particle swarm optimization for single and multi-objective problems / M. Das and S. Dehuri -- Coherent biclusters of microarray data by imitating the ecosystem : an ant colony algorithmic approach / D. Mishra, A.K. Rath and M. Acharya. |
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| discipline | Informatik |
| format | Electronic eBook |
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| indexdate | 2024-11-26T14:49:04Z |
| institution | BVB |
| isbn | 9789814280150 9814280151 1283433303 9781283433303 9786613433305 6613433306 |
| language | English |
| oclc_num | 775586436 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xii, 338 pages) : illustrations |
| psigel | ZDB-4-EBU |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | World Scientific, |
| record_format | marc |
| series | Series in machine perception and artificial intelligence ; |
| series2 | Series in machine perception and artificial intelligence ; |
| spelling | Integration of swarm intelligence and artificial neural network / Satchidananda Dehuri, Susmita Ghosh, Sung-bae Cho, editors. New Jersey ; London : World Scientific, 2011. 1 online resource (xii, 338 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Series in machine perception and artificial intelligence ; v. 78 Includes bibliographical references and indexes. Print version record. Swarm intelligence and neural networks / S. Dehuri, S.-B. Cho and S. Ghosh -- Neural network and swarm intelligence for data mining / S.N. Omkar and J. Senthilnath -- Multi-objective ant colony optimization : a taxonomy and review of approaches / G. Leguizamón and C.A. Coello Coello -- Recurrent neural networks with discontinuous activation functions for convex optimization / Q. Liu and J. Wang -- Automated power quality disturbance classification using evolvable neural network / B.K. Panigrahi [and others] -- Condition monitoring and fault diagnosis using intelligent techniques / S.K. Yadav, V. Singh, and P.K. Kalra -- Hue-preserving color image enhancement using particle swarm optimization / A. Ghosh and A. Gorai -- Efficient classifier design with hybrid polynomial neural network / B.B. Misra, P.K. Dash and G. Panda -- Efficient prediction of retail sales using differential evolution based adaptive model / R. Majhi, B. Majhi and G. Panda -- Some studies on particle swarm optimization for single and multi-objective problems / M. Das and S. Dehuri -- Coherent biclusters of microarray data by imitating the ecosystem : an ant colony algorithmic approach / D. Mishra, A.K. Rath and M. Acharya. This book provides a new forum for the dissemination of knowledge in both theoretical and applied research on swarm intelligence (SI) and artificial neural network (ANN). It accelerates interaction between the two bodies of knowledge and fosters a unified development in the next generation of computational model for machine learning. To the best of our knowledge, the integration of SI and ANN is the first attempt to integrate various aspects of both the independent research area into a single volume. English. Swarm intelligence. http://id.loc.gov/authorities/subjects/sh2001001702 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Neural Networks, Computer https://id.nlm.nih.gov/mesh/D016571 Réseaux neuronaux (Informatique) COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Neural networks (Computer science) fast Swarm intelligence fast Dehuri, Satchidananda. http://id.loc.gov/authorities/names/n2007201430 Ghosh, Susmita. http://id.loc.gov/authorities/names/no2010027017 Cho, Sung-Bae. http://id.loc.gov/authorities/names/n2001012608 has work: Integration of swarm intelligence and artificial neural network (Text) https://id.oclc.org/worldcat/entity/E39PCFXKmgh6bMcfVxDPG44MMX https://id.oclc.org/worldcat/ontology/hasWork Print version: Integration of swarm intelligence and artificial neural network. New Jersey ; London : World Scientific, 2011 9789814280143 (OCoLC)747417254 Series in machine perception and artificial intelligence ; v. 78. http://id.loc.gov/authorities/names/n91107585 FWS01 ZDB-4-EBU FWS_PDA_EBU https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=426357 Volltext |
| spellingShingle | Integration of swarm intelligence and artificial neural network / Series in machine perception and artificial intelligence ; Swarm intelligence and neural networks / S. Dehuri, S.-B. Cho and S. Ghosh -- Neural network and swarm intelligence for data mining / S.N. Omkar and J. Senthilnath -- Multi-objective ant colony optimization : a taxonomy and review of approaches / G. Leguizamón and C.A. Coello Coello -- Recurrent neural networks with discontinuous activation functions for convex optimization / Q. Liu and J. Wang -- Automated power quality disturbance classification using evolvable neural network / B.K. Panigrahi [and others] -- Condition monitoring and fault diagnosis using intelligent techniques / S.K. Yadav, V. Singh, and P.K. Kalra -- Hue-preserving color image enhancement using particle swarm optimization / A. Ghosh and A. Gorai -- Efficient classifier design with hybrid polynomial neural network / B.B. Misra, P.K. Dash and G. Panda -- Efficient prediction of retail sales using differential evolution based adaptive model / R. Majhi, B. Majhi and G. Panda -- Some studies on particle swarm optimization for single and multi-objective problems / M. Das and S. Dehuri -- Coherent biclusters of microarray data by imitating the ecosystem : an ant colony algorithmic approach / D. Mishra, A.K. Rath and M. Acharya. Swarm intelligence. http://id.loc.gov/authorities/subjects/sh2001001702 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Neural Networks, Computer https://id.nlm.nih.gov/mesh/D016571 Réseaux neuronaux (Informatique) COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Neural networks (Computer science) fast Swarm intelligence fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh2001001702 http://id.loc.gov/authorities/subjects/sh90001937 https://id.nlm.nih.gov/mesh/D016571 |
| title | Integration of swarm intelligence and artificial neural network / |
| title_auth | Integration of swarm intelligence and artificial neural network / |
| title_exact_search | Integration of swarm intelligence and artificial neural network / |
| title_full | Integration of swarm intelligence and artificial neural network / Satchidananda Dehuri, Susmita Ghosh, Sung-bae Cho, editors. |
| title_fullStr | Integration of swarm intelligence and artificial neural network / Satchidananda Dehuri, Susmita Ghosh, Sung-bae Cho, editors. |
| title_full_unstemmed | Integration of swarm intelligence and artificial neural network / Satchidananda Dehuri, Susmita Ghosh, Sung-bae Cho, editors. |
| title_short | Integration of swarm intelligence and artificial neural network / |
| title_sort | integration of swarm intelligence and artificial neural network |
| topic | Swarm intelligence. http://id.loc.gov/authorities/subjects/sh2001001702 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Neural Networks, Computer https://id.nlm.nih.gov/mesh/D016571 Réseaux neuronaux (Informatique) COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Neural networks (Computer science) fast Swarm intelligence fast |
| topic_facet | Swarm intelligence. Neural networks (Computer science) Neural Networks, Computer Réseaux neuronaux (Informatique) COMPUTERS Enterprise Applications Business Intelligence Tools. COMPUTERS Intelligence (AI) & Semantics. Swarm intelligence |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=426357 |
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