Format:
Online-Ressource (VIII, 223 S.)
Edition:
Online-Ausg. Berlin [u.a.] Springer 2006 Springer Lecture Notes Archive
ISBN:
9783540484578
Series Statement:
Lecture notes in computer science 1011
Content:
Fuzzy associative memory system and its application to multi-modal interface -- Hybrid connectionist fuzzy systems for speech recognition and the use of connectionist production systems -- Fuzzy gaussian potential neural networks using a functional reasoning -- Recurrent fuzzy logic using neural network -- Information aggregating networks based on extended Sugeno's fuzzy integral -- A neuro-fuzzy architecture for high performance classification -- Investigation of stability and robustness of a fuzzy traction control system -- Knowledge-based rules for control of the sake (Ginjoshu) making process and their application in fuzzy control -- A framework for studying the effects of dynamic crossover, mutation, and population sizing in genetic algorithms -- Unsupervised/supervised learning for RBF-fuzzy system -- Genetic algorithms for the development of fuzzy controllers for mobile robots -- A new approach to genetic based machine learning and an efficient finding of fuzzy rules -- A neuro-money recognition using optimized masks by GA -- Genetic-fuzzy systems for financial decision making.
Content:
This book presents 14 rigorously reviewed revised papers selected from more than 50 submissions for the 1994 IEEE/ Nagoya-University World Wisepersons Workshop, WWW'94, held in August 1994 in Nagoya, Japan. The combination of approaches based on fuzzy logic, neural networks and genetic algorithms are expected to open a new paradigm of machine learning for the realization of human-like information processing systems. The first six papers in this volume are devoted to the combination of fuzzy logic and neural networks; four papers are on how to combine fuzzy logic and genetic algorithms. Four papers investigate challenging applications of fuzzy systems and of fuzzy-genetic algorithms.
Note:
Literaturangaben
Additional Edition:
ISBN 3540606076
Additional Edition:
ISBN 9783540606079
Additional Edition:
Erscheint auch als Druck-Ausgabe Advances in fuzzy logic, neural networks and genetic algorithms Berlin [u.a.] : Springer, 1995 ISBN 3540606076
Language:
English
Subjects:
Computer Science
Keywords:
Fuzzy-Logik
;
Neuronales Netz
;
Genetischer Algorithmus
;
Konferenzschrift
DOI:
10.1007/3-540-60607-6
URL:
Volltext
(lizenzpflichtig)
URL:
Volltext
(lizenzpflichtig)
URL:
Volltext
(lizenzpflichtig)
