Can I read Soft Computing And Fractal Theory For Intelligent Manufacturing (studies In Fuzziness And Soft Computing) on EtoBox?

Soft Computing And Fractal Theory For Intelligent Manufacturing (studies In Fuzziness And Soft Computing) by Oscar Castillo; Patricia Melin is a book available to read on EtoBox.

What is Soft Computing And Fractal Theory For Intelligent Manufacturing (studies In Fuzziness And Soft Computing) about?

We describe in this book, new methods for intelligent manufacturing using soft computing techniques and fractal theory. Soft Computing (SC) consists of several computing paradigms, including fuzzy logic, neural networks, and genetic algorithms, which can be used to produce powerful hybrid intelligent systems. Fractal theory provides us with the mathematical tools to understand the geometrical complexity of natural objects and can be used for identification and modeling purposes. Combining SC techniques with fractal theory, we can take advantage of the "intelligence" provided by the computer methods and also take advantage of the descriptive power of the fractal mathematical tools. Industrial manufacturing systems can be considered as non-linear dynamical systems, and as a consequence can have highly complex dynamic behaviors. For this reason, the need for computational intelligence in these manufacturing systems has now been well recognized. We consider in this book the concept of "intelligent manufacturing" as the application of soft computing techniques and fractal theory for achieving the goals of manufacturing, which are production planning and control, monitoring and diagnosis

Author

Oscar Castillo; Patricia Melin

Publisher

Physica-Verlag Heidelberg

Published

2012

Language

EN

ISBN

9783790817669

Subjects

Science, Computer Science, Engineering