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MessagePosté le: Ven 7 Juil - 15:44 (2017)    Sujet du message: Diffuse Algorithms For Neural And NeuroFuzzy Networks Wit Répondre en citant


Diffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing
by Boris. A Skorohod



->>>DOWNLOAD BOOK Diffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing



Diffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing presents new approaches to training neural and neuro-fuzzy networks. This book is divided into six chapters. Chapter 1 consists of plants models reviews, problems statements, and known results that are relevant to the subject matter of this book. Chapter 2 considers the RLS behavior on a finite interval. The theoretical results are illustrated by examples of solving problems of identification, control, and signal processing.

Properties of the bias, the matrix of second-order moments and the normalized average squared error of the RLS algorithm on a finite time interval are studied in Chapter 3. Chapter 4 deals with the problem of multilayer neural and neuro-fuzzy networks training with simultaneous estimation of the hidden and output layers parameters. The theoretical results are illustrated with the examples of pattern recognition, identification of nonlinear static, and dynamic plants.

Chapter 5 considers the estimation problem of the state and the parameters of the discrete dynamic plants in the absence of a priori statistical information about initial conditions or its incompletion. The Kalman filter and the extended Kalman filter diffuse analogues are obtained. Finally, Chapter 6 provides examples of the use of diffuse algorithms for solving problems in various engineering applications. This book is ideal for researchers and graduate students in control, signal processing, and machine learning.
<ul><li>Presents a new approach to training which can be applied to solve the control, identification, signal processing, and classification problems arising in practice</li><li>Offers an improvement from the existing learning techniques in control, robotics, and machine learning</li><li>Provides examples of the use of diffuse algorithms for solving problems in various engineering applications</li></ul>






Diffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing Boris. A Skorohod
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Born in Austria-Hungary, on the territory of present-day Lviv) Bohdan Hawrylyshyn (1926 present) a noted economist, visionary and an economic advisor to the Ukrainian governmentVladimir Antonov-Ovseyenko, Bolshevik politician Yevgenia Bosch, Bolshevik politician, People's Secretary of Internal Affairs (19171918) Leonid Brezhnev, Soviet leader (19641982) Konstantin Chernenko, Soviet leader (19841985), Brezhnev's chief of staff Vlas Chubar, Soviet politician Vitold Fokin, Soviet politician, Central Planning Commission head, first PM after the Independence Yakov Gamarnik, Soviet politician Serafima Hopner, Bolshevik politician Semyon Ignatyev, Soviet politician Adolph Joffe, Soviet diplomat Lazar Kaganovich, Soviet politician Yuriy Kotsiubynsky, Bolshevik politician Nikita Khrushchev, Soviet leader (19531964), returned Crimea to Ukraine Emanuel Kviring, Bolshevik politician Anatoly Lunacharsky, first Soviet education minister, Latin alphabet advocate (similar to Atatrk), was sidelined by Stalin Solomon Lozovsky, Bolshevik politician Dmitry Manuilsky, Bolshevik politician Vitaliy Masol, Central Planning Commission head, third PM after the Independence Lev Mekhlis, Soviet politician Grigory Petrovsky, Bolshevik politician sidelined by Stalin, Dnipropetrovsk and Petrivka renamed after him Nikolai Podgorny, Chairman of the Presidium of the Supreme Soviet of the USSR (19651977), betrayed Khrushchev and later regretted Georgy Pyatakov, Bolshevik revolutionary, Trotskyist Karl Radek, Bolshevik politician Christian Rakovsky, Bolshevik politician Vladimir Semichastny, Soviet politician Petro Shelest, leader of the Communist Party of Ukraine (19631972), betrayed Khrushchev and later regretted Mykola Skrypnyk, Bolshevik leader Volodymyr Shcherbytsky, leader of the Communist Party of Ukraine (19721989), supported Gorbachev and later regretted Valentyna Shevchenko, the only female Chairperson of the Presidium of the Verkhovna Rada Leon Trotsky, leading Bolshevik revolutionary, founder of the Red Army Moisei Uritsky, Bolshevik revolutionary Volodymyr Zatonsky, Bolshevik politician Grigory Zinoviev, Bolshevik revolutionary
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