Intelligent Systems: The Industrial Electronics Handbook

ISBN-13: 9781138071889 / Angielski / Miękka / 2017 / 610 str.

Wilamowski, Bogdan M.

Opis

As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes and solution of very complex problems, computational intelligence has branched out in several directions. This volume covers applications of intelligent systems, including artificial neural networks that can learn how to classify patterns, such as images or sequences of events, and effectively model complex nonlinear systems. It also explores simple and easy-to-implement fuzzy systems for modeling and system control. This section of the handbook illustrates how these and other tools help engineers model nonlinear system behavior, determine and evaluate system parameters, and ensure overall system control.

Spis treści

Introductions. Neural Networks. Fuzzy Systems. Optimizations. Applications.

O autorze

Bogdan M. Wilamowski, J. David Irwin