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Advances in fuzzy logic, neural networks, and genetic algorithms : IEEE/Nagoya University World Wisepersons Workshop, Nagoya, Japan, August 9-10, 1994 : selected papers / Takeshi Furuhashi, ed.

By: Contributor(s): Material type: TextTextSeries: Lecture notes in computer science ; 1011. | Lecture notes in computer science. Lecture notes in artificial intelligence.Publication details: Berlin ; New York : Springer, ©1995.Description: 1 online resource (viii, 223 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783540484578
  • 3540484574
Subject(s): Genre/Form: Additional physical formats: Print version:: Advances in fuzzy logic, neural networks, and genetic algorithms.DDC classification:
  • 006.3 20
LOC classification:
  • QA76.87 .I346 1994
Other classification:
  • 54.72
Online resources:
Contents:
Fuzzy associative memory system and its application to multi-modal interface / Hirohide Ushida [and others] -- Hybrid connectionist fuzzy systems for speech recognition and the use of connectionist production systems / Nikola K. Kasabov -- Fuzzy Gaussian potential neural networks using a functional reasoning / Mohammad Teshnehlab, Keigo Watanabe -- Recurrent fuzzy logic using neural network / Emdad Khan, Fatih Unal -- Information aggregating networks based on extended Sugeno's fuzzy integral / Keon-Myung Lee, Hyung Lee-Kwang -- A neuro-fuzzy architecture for high performance classification / Sung-Bae Cho -- Investigation of stability and robustness of a fuzzy traction control system / Christian Schuster, Thomas Schmitz, Manfred Hiller -- Knowledge-based rules for control of the sake (Ginjoshu) making process and their application in fuzzy control / H. Honda [and others] -- A framework for studying the effects of dynamic crossover, mutation, and population sizing in genetic algorithms / Michael A. Lee, Hideyuki Takagi -- Unsupervised/supervised learning for RBF-fuzzy system adaptive rules : membership functions and hierarchical structure by genetic algorithm / Koji Shimojima, Yasuhisa Hasegawa, Toshio Fukuda -- Genetic algorithms for the developments of fuzzy controllers for mobile robots / Donald Leitch, Penelope Probert -- A new approach to genetic based machine learning and an efficient finding of fuzzy rules : proposal of Nagoya approach / Takeshi Furuhashi [and others] -- A neuro-money recognition using optimized masks by GA / Fumiaki Takeda, Sigeru Omatu -- Genetic-fuzzy systems for financial decision making / Suran Goonatilake, John A. Campbell, Nesar Ahmad.
Action note:
  • digitized 2010 HathiTrust Digital Library committed to preserve
Summary: 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.
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Includes bibliographical references.

Fuzzy associative memory system and its application to multi-modal interface / Hirohide Ushida [and others] -- Hybrid connectionist fuzzy systems for speech recognition and the use of connectionist production systems / Nikola K. Kasabov -- Fuzzy Gaussian potential neural networks using a functional reasoning / Mohammad Teshnehlab, Keigo Watanabe -- Recurrent fuzzy logic using neural network / Emdad Khan, Fatih Unal -- Information aggregating networks based on extended Sugeno's fuzzy integral / Keon-Myung Lee, Hyung Lee-Kwang -- A neuro-fuzzy architecture for high performance classification / Sung-Bae Cho -- Investigation of stability and robustness of a fuzzy traction control system / Christian Schuster, Thomas Schmitz, Manfred Hiller -- Knowledge-based rules for control of the sake (Ginjoshu) making process and their application in fuzzy control / H. Honda [and others] -- A framework for studying the effects of dynamic crossover, mutation, and population sizing in genetic algorithms / Michael A. Lee, Hideyuki Takagi -- Unsupervised/supervised learning for RBF-fuzzy system adaptive rules : membership functions and hierarchical structure by genetic algorithm / Koji Shimojima, Yasuhisa Hasegawa, Toshio Fukuda -- Genetic algorithms for the developments of fuzzy controllers for mobile robots / Donald Leitch, Penelope Probert -- A new approach to genetic based machine learning and an efficient finding of fuzzy rules : proposal of Nagoya approach / Takeshi Furuhashi [and others] -- A neuro-money recognition using optimized masks by GA / Fumiaki Takeda, Sigeru Omatu -- Genetic-fuzzy systems for financial decision making / Suran Goonatilake, John A. Campbell, Nesar Ahmad.

Print version record.

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Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010. MiAaHDL

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digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL

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.

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