Artificial Neural Networks for Engineering Applications
Author | : Alma Y Alanis |
Publisher | : Academic Press |
Total Pages | : 176 |
Release | : 2019-02-13 |
ISBN-10 | : 9780128182475 |
ISBN-13 | : 0128182474 |
Rating | : 4/5 (75 Downloads) |
Book excerpt: Artificial Neural Networks for Engineering Applications presents current trends for the solution of complex engineering problems that cannot be solved through conventional methods. The proposed methodologies can be applied to modeling, pattern recognition, classification, forecasting, estimation, and more. Readers will find different methodologies to solve various problems, including complex nonlinear systems, cellular computational networks, waste water treatment, attack detection on cyber-physical systems, control of UAVs, biomechanical and biomedical systems, time series forecasting, biofuels, and more. Besides the real-time implementations, the book contains all the theory required to use the proposed methodologies for different applications.