Artificial higher order neural networks for modeling and simulation

• Corporate Author: IGI Global.
• Other Authors: Zhang, Ming, 1949 July 29-
• Format: Electronic
• Language: English
• Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2013.
• Subjects: Neural networks (Computer science); Computer science > Data processing.; Computer engineering > Data processing.; Artificial HONNs for control and predication; Simulation; Modeling MIMO discrete-time nonlinear system; Modeling combinatorial optimization problems; Artificial multi-polynomial HONNs; Trigonometric higher order neural network group models; Business and accounting
• Online Access: View fulltext via EzAccess

"This book introduces Higher Order Neural Networks (HONNs) to computer scientists and computer engineers as an open box neural networks tool when compared to traditional artificial neural networks"--Provided by publisher.

Table of Contents:

• Artificial multi-polynomial higher order neural network models / Ming Zhang
• Artificial higher order neural networks for modeling MIMO discrete-time nonlinear system / Michel Lopez-Franco ... [et al.]
• Artificial higher order neural networks for modeling combinatorial optimization problems / Yuxin Ding
• Needle insertion force modeling using genetic programming polynomial higher order neural network / Mehdi Fallahnezhad, Hashem Yousefi
• Artificial polynomial and trigonometric higher order neural network group models / Ming Zhang
• Fundamentals of higher order neural networks for modeling and simulation / Madan M. Gupta ... [et al.]
• High order neuro-fuzzy dynamic regulation of general nonlinear multi-variable systems / Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou
• Modeling and simulation of alternative energy generation processes using HONN / Salvador Carlos Hernández ... [et al.]
• Distributed adaptive control for multi-agent systems with pseudo higher order neural net / Abhijit Das, Frank Lewis
• Cooperative control of unknown networked Lagrange systems using higher order neural networks / Gang Chen, Frank L. Lewis
• Symbolic function network: application to telecommunication networks prediction / George S. Eskander, Amir Atiya
• Time series forecasting via a higher order neural network trained with the extended Kalman filter for smart grid applications / Luis J. Ricalde
• HONNs with extreme learning machine to handle incomplete datasets / Shuxiang Xu
• Symbolic function network: theory and implementation / George S. Eskander, Amir Atiya
• City manager compensation and performance: an artificial intelligence approach / Jean X. Zhang
• On some dynamical properties of randomly connected higher order neural networks / Hiromi Miyajima, Noritaka Shigei, Shuji Yatsuki
• A hybrid higher order neural structure for pattern recognition / Mehdi Fallahnezhad, Salman Zaferanlouei.