Gerasimos G Rigatos: 3 books
State-Space Approaches for Modelling and Control in Financial Engineering
Systems theory and machine learning methods
Language: English
Release Date: April 4, 2017
The book conclusively solves problems associated with the control and estimation of nonlinear and chaotic dynamics in financial systems when these are described in the form of nonlinear ordinary differential equations. It then addresses problems associated with the control and estimation of financial...
Nonlinear Control and Filtering Using Differential Flatness Approaches
Applications to Electromechanical Systems
Language: English
Release Date: June 5, 2015
This monograph presents recent advances in differential flatness theory and analyzes its use for nonlinear control and estimation. It shows how differential flatness theory can provide solutions to complicated control problems, such as those appearing in highly nonlinear multivariable systems and...
Advanced Models of Neural Networks
Nonlinear Dynamics and Stochasticity in Biological Neurons
Language: English
Release Date: August 27, 2014
This book provides a complete study on neural structures exhibiting nonlinear and stochastic dynamics, elaborating on neural dynamics by introducing advanced models of neural networks. It overviews the main findings in the modelling of neural dynamics in terms of electrical circuits and examines their...