Soft computing and intelligent systems : theory and applications / editors, Naresh K. Sinha, Madan M. Gupta.

Includes bibliographical references and index.

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.

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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.

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