Format:
1 Online-Ressource (XIV, 256 p. 173 illus)
ISBN:
9783790818376
Series Statement:
Studies in Fuzziness and Soft Computing 59
Content:
Symbolic processing has limitations highlighted by the symbol grounding problem. Computational processing methods, like fuzzy logic, neural networks, and statistical methods have appeared to overcome these problems. However, they also suffer from drawbacks in that, for example, multi-stage inference is difficult to implement. Deep fusion of symbolic and computational processing is expected to open a new paradigm for intelligent systems. Symbolic processing and computational processing should interact at all abstract or computational levels. For this undertaking, attempts to combine, hybridize, and fuse these processing methods should be thoroughly investigated and the direction of novel fusion approaches should be clarified. This book contains the current status of this attempt and also discusses future directions
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783662003732
Language:
English
DOI:
10.1007/978-3-7908-1837-6
URL:
Volltext
(URL des Erstveröffentlichers)
