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Title Artificial neural networks for engineering applications / edited by Alma Y. Alanis, Nancy Arana-Daniel and Carlos López-Franco.
Imprint St. Louis, Missouri : Elsevier, [2019]


 Internet  Electronic Book    AVAILABLE
Description 1 online resource (xvii, 157 pages) : illustrations (some color)
Bibliog. Includes bibliographical references and index.
Note Available only to authorized UTEP users.
Online resource; title from PDF title page (EBSCO, viewed February 8, 2019).
Subject Computer-aided engineering.
Engineering -- Computer simulation.
Signal processing.
Neural networks (Computer science)
Adaptive control systems.
Machine learning.
Genetic algorithms.
Genre Electronic books.
Contents Hierarchical dynamic neural networks for cascade system modeling with application to wastewater treatment / Wen Yu, Daniel Carillo -- Hyperellipsoidal neural network trained with extended Kalman filter for forecasting of time series / Carlos Villaseñor -- Neural networks: a methodology for modeling and control design of dynamical systems / Fernando Ornelas-Tellez, J. Jesus Rico-Melgoza, Angel E. Villafuerte, Febe J. Zavala-Mendoza -- Continuous-time decentralized neural control of a quadrotor UAV / Francisco Jurado, Sergio Lopez -- Adaptive PID controller using a multilayer perceptron trained with the extended Kalman filter for an unmanned aerial vehicle / Javier Gomez-Avila -- Support vector regression for digital video processing / Gehová López-González -- Artificial neural networks based on nonlinear bioprocess models for predicting wastewater organic compounds and biofuels production / Kelly J. Gurubel, Edgar N. Sanchez, Rafael González, Hugo Coss y León, Rozana Recio -- Learning-based Identification of viral Infection dynamics / Gustavo Hernandez-Mejia, Esteban A. Hernandez-Vargas -- Attack detection and estimation for cyber-physical systems by using learning methodology / Haifeng Niu, C. Bhowmick, S. Jagannathan -- Sensitivity analysis with artificial neural networks for operation of photovoltaic systems / O. May Tzuc, A. Bassam, L.J. Ricalde, E. Cruz May -- Pattern classification and its applications to control of biomechatronic systems / Victor H. Benitez.
Summary This book presents current trends for the solution of complex engineering problems that cannot be solved through conventional methods. -- Edited summary from book.
Other Author Alanis, Alma Y., editor.
Arana-Daniel, Nancy, editor.
Lopez-Franco, Carlos, editor.
Other Title Print version: Artificial Neural Networks for Engineering Applications. St. Louis, Missouri : Elsevier, [2019] 0128182474 9780128182475