Neural networks in bioprocessing and chemical engineering:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
San Diego
Academic Press
©1995
|
| Subjects: | |
| Online Access: | FAW01 Volltext |
| Item Description: | Includes bibliographical references and index Neural networks have received a great deal of attention among scientists and engineers. In chemical engineering, neural computing has moved from pioneering projects toward mainstream industrial applications. This book introduces the fundamental principles of neural computing, and is the first to focus on its practical applications in bioprocessing and chemical engineering. Examples, problems, and 10 detailed case studies demonstrate how to develop, train, and apply neural networks. A disk containing input data files for all illustrative examples, case studies, and practice problems provides the opportunity for hands-on experience. An important goal of the book is to help the student or practitioner learn and implement neural networks quickly and inexpensively using commercially available, PC-based software tools. Detailed network specifications and training procedures are included for all neural network examples discussed in the book |
| Physical Description: | xix, 488 pages |
| ISBN: | 0120830302 9780120830305 |
Staff View
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| isbn | 0120830302 9780120830305 |
| language | English |
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| physical | xix, 488 pages |
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| spelling | Baughman, D. Richard Verfasser aut Neural networks in bioprocessing and chemical engineering D.R. Baughman, Y.A. Liu San Diego Academic Press ©1995 xix, 488 pages txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Neural networks have received a great deal of attention among scientists and engineers. In chemical engineering, neural computing has moved from pioneering projects toward mainstream industrial applications. This book introduces the fundamental principles of neural computing, and is the first to focus on its practical applications in bioprocessing and chemical engineering. Examples, problems, and 10 detailed case studies demonstrate how to develop, train, and apply neural networks. A disk containing input data files for all illustrative examples, case studies, and practice problems provides the opportunity for hands-on experience. An important goal of the book is to help the student or practitioner learn and implement neural networks quickly and inexpensively using commercially available, PC-based software tools. Detailed network specifications and training procedures are included for all neural network examples discussed in the book Biotechnological process control fast Chemical process control fast Neural computers fast Biotechnological process control Chemical process control Neural computers Technische Chemie (DE-588)4078178-1 gnd rswk-swf Biotechnologie (DE-588)4069491-4 gnd rswk-swf Anwendung (DE-588)4196864-5 gnd rswk-swf Neurocomputer (DE-588)4200446-9 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 s Anwendung (DE-588)4196864-5 s Neurocomputer (DE-588)4200446-9 s Technische Chemie (DE-588)4078178-1 s Biotechnologie (DE-588)4069491-4 s 1\p DE-604 Liu, Y. A. Sonstige oth http://www.sciencedirect.com/science/book/9780120830305 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Baughman, D. Richard Neural networks in bioprocessing and chemical engineering Biotechnological process control fast Chemical process control fast Neural computers fast Biotechnological process control Chemical process control Neural computers Technische Chemie (DE-588)4078178-1 gnd Biotechnologie (DE-588)4069491-4 gnd Anwendung (DE-588)4196864-5 gnd Neurocomputer (DE-588)4200446-9 gnd Neuronales Netz (DE-588)4226127-2 gnd |
| subject_GND | (DE-588)4078178-1 (DE-588)4069491-4 (DE-588)4196864-5 (DE-588)4200446-9 (DE-588)4226127-2 |
| title | Neural networks in bioprocessing and chemical engineering |
| title_auth | Neural networks in bioprocessing and chemical engineering |
| title_exact_search | Neural networks in bioprocessing and chemical engineering |
| title_full | Neural networks in bioprocessing and chemical engineering D.R. Baughman, Y.A. Liu |
| title_fullStr | Neural networks in bioprocessing and chemical engineering D.R. Baughman, Y.A. Liu |
| title_full_unstemmed | Neural networks in bioprocessing and chemical engineering D.R. Baughman, Y.A. Liu |
| title_short | Neural networks in bioprocessing and chemical engineering |
| title_sort | neural networks in bioprocessing and chemical engineering |
| topic | Biotechnological process control fast Chemical process control fast Neural computers fast Biotechnological process control Chemical process control Neural computers Technische Chemie (DE-588)4078178-1 gnd Biotechnologie (DE-588)4069491-4 gnd Anwendung (DE-588)4196864-5 gnd Neurocomputer (DE-588)4200446-9 gnd Neuronales Netz (DE-588)4226127-2 gnd |
| topic_facet | Biotechnological process control Chemical process control Neural computers Technische Chemie Biotechnologie Anwendung Neurocomputer Neuronales Netz |
| url | http://www.sciencedirect.com/science/book/9780120830305 |
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