Connectionist Approaches in Economics and Management Sciences:
Since the beginning of the 1980's, a lot of news approaches of biomimetic inspiration have been defined and developed for imitating the brain behavior, for modeling non linear phenomenon, for providing new hardware architectures, for solving hard problems. They are named Neural Networks, Multil...
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
New York, NY
Springer US
2003
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Ausgabe: | 1st ed. 2003 |
Schriftenreihe: | Advances in Computational Management Science
6 |
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Online-Zugang: | BTU01 Volltext |
Zusammenfassung: | Since the beginning of the 1980's, a lot of news approaches of biomimetic inspiration have been defined and developed for imitating the brain behavior, for modeling non linear phenomenon, for providing new hardware architectures, for solving hard problems. They are named Neural Networks, Multilayer Perceptrons, Genetic algorithms, Cellular Automates, Self-Organizing maps, Fuzzy Logic, etc. They can be summarized by the word of Connectionism, and consist of an interdisciplinary domain between neuroscience, cognitive science and engineering. First they were applied in computer sciences, engineering, biological models, pattern recognition, motor control, learning algorithms, etc. But rapidly, it appeared that these methods could be of great interest in the fields of Economics and Management Sciences. The main difficulty was the distance between researchers, the difference in the vocabulary used by the ones and the others, their basic background. The main notions used by these new techniques were not familiar to the Social and Human Sciences researchers. What are they ? Four of them are now very briefly introduced, but the reader will find more information in the following chapters |
Beschreibung: | 1 Online-Ressource (XVIII, 259 p) |
ISBN: | 9781475737226 |
DOI: | 10.1007/978-1-4757-3722-6 |
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520 | |a Since the beginning of the 1980's, a lot of news approaches of biomimetic inspiration have been defined and developed for imitating the brain behavior, for modeling non linear phenomenon, for providing new hardware architectures, for solving hard problems. They are named Neural Networks, Multilayer Perceptrons, Genetic algorithms, Cellular Automates, Self-Organizing maps, Fuzzy Logic, etc. They can be summarized by the word of Connectionism, and consist of an interdisciplinary domain between neuroscience, cognitive science and engineering. First they were applied in computer sciences, engineering, biological models, pattern recognition, motor control, learning algorithms, etc. But rapidly, it appeared that these methods could be of great interest in the fields of Economics and Management Sciences. The main difficulty was the distance between researchers, the difference in the vocabulary used by the ones and the others, their basic background. The main notions used by these new techniques were not familiar to the Social and Human Sciences researchers. What are they ? Four of them are now very briefly introduced, but the reader will find more information in the following chapters | ||
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Datensatz im Suchindex
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spelling | Connectionist Approaches in Economics and Management Sciences edited by Cédric Lesage, Marie Cottrell 1st ed. 2003 New York, NY Springer US 2003 1 Online-Ressource (XVIII, 259 p) txt rdacontent c rdamedia cr rdacarrier Advances in Computational Management Science 6 Since the beginning of the 1980's, a lot of news approaches of biomimetic inspiration have been defined and developed for imitating the brain behavior, for modeling non linear phenomenon, for providing new hardware architectures, for solving hard problems. They are named Neural Networks, Multilayer Perceptrons, Genetic algorithms, Cellular Automates, Self-Organizing maps, Fuzzy Logic, etc. They can be summarized by the word of Connectionism, and consist of an interdisciplinary domain between neuroscience, cognitive science and engineering. First they were applied in computer sciences, engineering, biological models, pattern recognition, motor control, learning algorithms, etc. But rapidly, it appeared that these methods could be of great interest in the fields of Economics and Management Sciences. The main difficulty was the distance between researchers, the difference in the vocabulary used by the ones and the others, their basic background. The main notions used by these new techniques were not familiar to the Social and Human Sciences researchers. What are they ? Four of them are now very briefly introduced, but the reader will find more information in the following chapters Economic Theory/Quantitative Economics/Mathematical Methods Complex Systems Business and Management, general Artificial Intelligence Mathematical Logic and Foundations Statistical Physics and Dynamical Systems Economic theory Statistical physics Dynamical systems Business Management science Artificial intelligence Mathematical logic Konnektionismus (DE-588)4265446-4 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Wirtschaftswissenschaften (DE-588)4066528-8 gnd rswk-swf (DE-588)1071861417 Konferenzschrift gnd-content (DE-588)4143413-4 Aufsatzsammlung gnd-content Konnektionismus (DE-588)4265446-4 s Wirtschaftswissenschaften (DE-588)4066528-8 s DE-604 Neuronales Netz (DE-588)4226127-2 s Lesage, Cédric edt Cottrell, Marie edt Erscheint auch als Druck-Ausgabe 9781441953797 Erscheint auch als Druck-Ausgabe 9781402075353 Erscheint auch als Druck-Ausgabe 9781475737233 Advances in Computational Management Science 6 (DE-604)BV035421270 6 https://doi.org/10.1007/978-1-4757-3722-6 Verlag URL des Erstveröffentlichers Volltext |
spellingShingle | Connectionist Approaches in Economics and Management Sciences Advances in Computational Management Science Economic Theory/Quantitative Economics/Mathematical Methods Complex Systems Business and Management, general Artificial Intelligence Mathematical Logic and Foundations Statistical Physics and Dynamical Systems Economic theory Statistical physics Dynamical systems Business Management science Artificial intelligence Mathematical logic Konnektionismus (DE-588)4265446-4 gnd Neuronales Netz (DE-588)4226127-2 gnd Wirtschaftswissenschaften (DE-588)4066528-8 gnd |
subject_GND | (DE-588)4265446-4 (DE-588)4226127-2 (DE-588)4066528-8 (DE-588)1071861417 (DE-588)4143413-4 |
title | Connectionist Approaches in Economics and Management Sciences |
title_auth | Connectionist Approaches in Economics and Management Sciences |
title_exact_search | Connectionist Approaches in Economics and Management Sciences |
title_exact_search_txtP | Connectionist Approaches in Economics and Management Sciences |
title_full | Connectionist Approaches in Economics and Management Sciences edited by Cédric Lesage, Marie Cottrell |
title_fullStr | Connectionist Approaches in Economics and Management Sciences edited by Cédric Lesage, Marie Cottrell |
title_full_unstemmed | Connectionist Approaches in Economics and Management Sciences edited by Cédric Lesage, Marie Cottrell |
title_short | Connectionist Approaches in Economics and Management Sciences |
title_sort | connectionist approaches in economics and management sciences |
topic | Economic Theory/Quantitative Economics/Mathematical Methods Complex Systems Business and Management, general Artificial Intelligence Mathematical Logic and Foundations Statistical Physics and Dynamical Systems Economic theory Statistical physics Dynamical systems Business Management science Artificial intelligence Mathematical logic Konnektionismus (DE-588)4265446-4 gnd Neuronales Netz (DE-588)4226127-2 gnd Wirtschaftswissenschaften (DE-588)4066528-8 gnd |
topic_facet | Economic Theory/Quantitative Economics/Mathematical Methods Complex Systems Business and Management, general Artificial Intelligence Mathematical Logic and Foundations Statistical Physics and Dynamical Systems Economic theory Statistical physics Dynamical systems Business Management science Artificial intelligence Mathematical logic Konnektionismus Neuronales Netz Wirtschaftswissenschaften Konferenzschrift Aufsatzsammlung |
url | https://doi.org/10.1007/978-1-4757-3722-6 |
volume_link | (DE-604)BV035421270 |
work_keys_str_mv | AT lesagecedric connectionistapproachesineconomicsandmanagementsciences AT cottrellmarie connectionistapproachesineconomicsandmanagementsciences |