Soft computing and intelligent systems : theory and applications / editors, Naresh K. Sinha, Madan M. Gupta.
2000
QA76.9.S63 S616 2000eb
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Details
Title
Soft computing and intelligent systems : theory and applications / editors, Naresh K. Sinha, Madan M. Gupta.
ISBN
9780080541334 (electronic bk.)
008054133X (electronic bk.)
1281038539
9781281038531
9786611038533
6611038531
9780126464900
0126464901
008054133X (electronic bk.)
1281038539
9781281038531
9786611038533
6611038531
9780126464900
0126464901
Imprint
San Diego : Academic Press, ©2000.
Language
English
Language Note
English.
Description
1 online resource (xvii, 639 pages) : illustrations
Call Number
QA76.9.S63 S616 2000eb
System Control No.
(OCoLC)174133933
Summary
The field of soft computing is emerging from the cutting edge research over the last ten years devoted to fuzzy engineering and genetic algorithms. The subject is being called soft computing and computational intelligence. With acceptance of the research fundamentals in these important areas, the field is expanding into direct applications through engineering and systems science. This book cover the fundamentals of this emerging filed, as well as direct applications and case studies. There is a need for practicing engineers, computer scientists, and system scientists to directly apply "fuzzy" engineering into a wide array of devices and systems.
Bibliography, etc. Note
Includes bibliographical references and index.
Formatted Contents Note
Outline of a computational theory of perceptions based on computing with words / L.A. Zadeh
Introduction to soft computing and intelligent control systems / N.K. Sinha and M.M. Gupta
Computational issues in intelligent control / X.D. Koutsoukos and P.J. Antsaklis
Neural networks
a guided tour / S. Haykin
On generating variable structure organization using a genetic algorithm / A.K. Zaidi and A.H. Levis
Evolutionary algorithms and neural networks / R.G.S. Asthana
Neural networks and fuzzy systems / P. Musilek and M.M. Gupta
Fuzzy neural networks / P. Musilek and M.M. Gupta
A cursory look at parallel and distributed architectures and biologically inspired computing / S.K. Basu
Developments in learning control systems / J.X. Xu [and others]
Techniques for genetic adaptive control / W.K. Lennon and K.M. Passino
Cooperative behavior of intelligent agents : theory and practice / L. Vlacic, A. Engwirda, and M. Kajitani
Expert systems in process diagnosis and control / D. Popovic
Neural networks for identification of nonlinear systems : an overview / P. Gupta and N.K. Sinha
Sensor fusion system using recurrent fuzzy inference / F. Kobayashi [and others]
Neurofuzzy state estimators / C.J. Harris, X. Hong, and Q. Gan.
Soft computing paradigms for artificial vision / K.K. Shukla
Intelligent control with neural networks / D. Popovic
Knowledge-based adaptation of neurofuzzy models in predictive control of a heat exchanger / M. Fischer, O. Nelles, and R. Isermann
Neural network approximation of piecewise continuous functions : application to friction compensation / R.R. Selmic and F.L. Lewis
Fuzzy adaptive and predictive control of a thermic process / I. Skrjanc and D. Matko
An intelligent approach to positive target identification / R.-N.P. Singh
Adaptive agents and artificial life : insights for the power industry / S.A. Harp and T. Samad
Truck backer-upper control using dynamic neural network / M.M Gupta and D.H. Rao
Toward intelligent machines : future perspectives / M.M. Gupta and N.K. Sinha.
Introduction to soft computing and intelligent control systems / N.K. Sinha and M.M. Gupta
Computational issues in intelligent control / X.D. Koutsoukos and P.J. Antsaklis
Neural networks
a guided tour / S. Haykin
On generating variable structure organization using a genetic algorithm / A.K. Zaidi and A.H. Levis
Evolutionary algorithms and neural networks / R.G.S. Asthana
Neural networks and fuzzy systems / P. Musilek and M.M. Gupta
Fuzzy neural networks / P. Musilek and M.M. Gupta
A cursory look at parallel and distributed architectures and biologically inspired computing / S.K. Basu
Developments in learning control systems / J.X. Xu [and others]
Techniques for genetic adaptive control / W.K. Lennon and K.M. Passino
Cooperative behavior of intelligent agents : theory and practice / L. Vlacic, A. Engwirda, and M. Kajitani
Expert systems in process diagnosis and control / D. Popovic
Neural networks for identification of nonlinear systems : an overview / P. Gupta and N.K. Sinha
Sensor fusion system using recurrent fuzzy inference / F. Kobayashi [and others]
Neurofuzzy state estimators / C.J. Harris, X. Hong, and Q. Gan.
Soft computing paradigms for artificial vision / K.K. Shukla
Intelligent control with neural networks / D. Popovic
Knowledge-based adaptation of neurofuzzy models in predictive control of a heat exchanger / M. Fischer, O. Nelles, and R. Isermann
Neural network approximation of piecewise continuous functions : application to friction compensation / R.R. Selmic and F.L. Lewis
Fuzzy adaptive and predictive control of a thermic process / I. Skrjanc and D. Matko
An intelligent approach to positive target identification / R.-N.P. Singh
Adaptive agents and artificial life : insights for the power industry / S.A. Harp and T. Samad
Truck backer-upper control using dynamic neural network / M.M Gupta and D.H. Rao
Toward intelligent machines : future perspectives / M.M. Gupta and N.K. Sinha.
Access Note
Restrictions unspecified
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Reproduction
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010.
System Details Note
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. (http://purl.oclc.org/DLF/benchrepro0212)
Usage Note
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
Source of Description
Print version record.
Added Author
Series
Academic Press series in engineering.
Available in Other Form
Print version: Soft computing and intelligent systems. San Diego : Academic Press, ©2000
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