DMCA. Copyrighted Work that you can Claim.
Base have 820 524 books.
Search: 


📙 Fuzzy Logic Systems for Engineering: A Tutorial by Mendel J. — free download


Л fuzzy logic system (FLS) is unique in that it is able to simultaneously handle numerical data and linguistic knowledge. It is a nonlinear mapping of an input data (feature) vector into a scalar output, i.e., it maps numbers into numbers. Fuzzy set theory and fuzzy logic establish the specifics of the nonlinear mapping. This tutorial paper provides a guided tour through those aspects of fuzzy sets and fuzzy logic that are necessary to synthesize a FLS. It does this by starting with crisp set theory and dual logic and demonstrating how both can be extended to their fuzzy counterparts. Because engineering systems are, for the most part, causal, we impose causality as a constraint on the development of the FLS. Doing this lets us steer down a very special and widely used tributary of the FL literature, one that is valuable for engineering applications of FL but may not be as valuable for nonengineering applications.After synthesizing a FLS, we demonstrate that it can be expressed mathematically as a linear combination of fuzzy basis functions, and is a nonlinear universal function approximator, a property that it shares with feedforward neural networks. The fuzzy basis function expansion is very powerful because its basis functions can be derived from either numerical data or linguistic knowledge, both of which can be cast into the forms of IF-THEN rules. To date, a FLS is the only approximation method that is able to incorporate both types of knowledge in a unified mathematical manner.

About book:

  • Author: Mendel J.
  • Year: 1995
  • Language: English
  • ISBN:

About file:

  • File size: 2 915 735
  • Format: pdf


Security code:
Download button

Similar books results


Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty
Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty free epub by Janusz T. Starczewski

This book generalizes fuzzy logic systems for different types of uncertainty, including - semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions - lack of attributes or granularity arising from discretiz...

Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty
Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty download pdf by Janusz T. Starczewski (auth.)

This book generalizes fuzzy logic systems for different types of uncertainty, including- semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions- lack of attributes or granularity arising from discretizat...

Intelligent Systems for Engineers and Scientists
Intelligent Systems for Engineers and Scientists free download by Adrian A. Hopgood

This updated version of the best-selling Knowledge-Based Systems for Engineers and Scientists embraces both the explicit knowledge-based models retained from the first edition and the implicit numerical models represented by neural networks and optimizati...

Artificial intelligence and expert systems for engineers
Artificial intelligence and expert systems for engineers download pdf by C.S. Krishnamoorthy, S. Rajeev

This book provides a comprehensive presentation of artificial intelligence (AI) methodologies and tools valuable for solving a wide spectrum of engineering problems. What's more, it offers these AI tools on an accompanying disk with easy-to-use software. ...

Artificial intelligence and expert systems for engineers
Artificial intelligence and expert systems for engineers free pdf by C.S. Krishnamoorthy, S. Rajeev

This book provides a comprehensive presentation of artificial intelligence (AI) methodologies and tools valuable for solving a wide spectrum of engineering problems. What's more, it offers these AI tools on an accompanying disk with easy-to-use software. ...

Ieee Fuzzy Logic Systems For Engineering A Tutorial

Artificial Intelligence and Expert Systems for Engineers
Artificial Intelligence and Expert Systems for Engineers free pdf by C.S. Krishnamoorthy, S. Rajeev

This book provides a comprehensive presentation of artificial intelligence (AI) methodologies and tools valuable for solving a wide spectrum of engineering problems. What's more, it offers these AI tools on an accompanying disk with easy-to-use software. ...

Intelligent Systems for Engineers and Scientists, Second Edition (Electronic Engineering Systems)
Intelligent Systems for Engineers and Scientists, Second Edition (Electronic Engineering Systems) epub download by Adrian A. Hopgood

This updated version of the best-selling Knowledge-Based Systems for Engineers and Scientists (CRC Press, 1993) embraces both the explicit knowledge-based models retained from the first edition and the implicit numerical models represented by neural netwo...

Intelligent Systems for Engineers and Scientists, Second Edition (Electronic Engineering Systems)
Intelligent Systems for Engineers and Scientists, Second Edition (Electronic Engineering Systems) pdf free by Adrian A. Hopgood

This updated version of the best-selling Knowledge-Based Systems for Engineers and Scientists (CRC Press, 1993) embraces both the explicit knowledge-based models retained from the first edition and the implicit numerical models represented by neural netwo...