Fuzzy Networks for Complex Systems A Modular Rule Base Approach /

• Main Author: Gegov, Alexander (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Series: Studies in Fuzziness and Soft Computing, 259
• Subjects: Engineering.; Artificial intelligence.; Statistical physics.; Dynamical systems.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Statistical Physics, Dynamical Systems and Complexity.

This book introduces the novel concept of a fuzzy network whose nodes are rule bases and the connections between the nodes are the interactions between the rule bases in the form of outputs fed as inputs. The concept is presented as a systematic study for improving the feasibility and transparency o...

Table of Contents:

• Introduction
• Types of Fuzzy Systems
• Formal Models for Fuzzy Networks
• Basic Operations in Fuzzy Networks
• Structural Properties of Basic Operations
• Advanced Operations in Fuzzy Networks
• Feedforward Fuzzy Networks
• Feedback Fuzzy Networks
• Evaluation of Fuzzy Networks
• Conclusion.