Computational Intelligence Techniques for Direct and Inverse Modelling - Softcover

Majhi, Babita

Softcover

ISBN 10: 3659907367 ISBN 13: 9783659907364

Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

This book deals with the following real time problems: (i) Development of accurate direct and inverse models of complex plants using some novel architecture and new learning techniques. (ii) Development of new training rules which alleviates local minima problem during training and thus help in generating improved adaptive models. (iii)Development of robust training strategy which is less sensitive to outliers in training and thus to create identification and equalization models which are robust against outliers. In essence, this book proposed many new and efficient algorithms and structure for identification and equalization task such as distributed algorithms, robust algorithms, algorithms for pole-zero identification and Hammerstein models. All these new methods are shown to be better in terms of performance, speed of computation or accuracy of results.

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Über die Autorin bzw. den Autor

Babita Majhi, Ph.D. (NIT Rourkela, 2009), Postdoc (Univ. of Sheffield, UK, 2011-12). Presently she is working as an Asst. Professor in CSIT department at GGU, Central University, Bilaspur, India. Her areas of research interests are Adaptive Signal Processing, Machine Learning, Computational Finance, Distributed Signal Processing, and Data Mining.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2016
• Sprache: Englisch
• ISBN 10: 3659907367
• ISBN 13: 9783659907364
• Einband: Taschenbuch
• Anzahl der Seiten: 280
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: VDM Verlag Dr. Müller; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland