Fuzzy Evidence in Identification Forecasting and Diagnosis is popular PDF and ePub book, written by Alexander P. Rotshtein in 2012-02-01, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Fuzzy Evidence in Identification Forecasting and Diagnosis can be Read Online from any device for your convenience.
Fuzzy Evidence in Identification Forecasting and Diagnosis Book PDF Summary
The purpose of this book is to present a methodology for designing and tuning fuzzy expert systems in order to identify nonlinear objects; that is, to build input-output models using expert and experimental information. The results of these identifications are used for direct and inverse fuzzy evidence in forecasting and diagnosis problem solving. The book is organised as follows: Chapter 1 presents the basic knowledge about fuzzy sets, genetic algorithms and neural nets necessary for a clear understanding of the rest of this book. Chapter 2 analyzes direct fuzzy inference based on fuzzy if-then rules. Chapter 3 is devoted to the tuning of fuzzy rules for direct inference using genetic algorithms and neural nets. Chapter 4 presents models and algorithms for extracting fuzzy rules from experimental data. Chapter 5 describes a method for solving fuzzy logic equations necessary for the inverse fuzzy inference in diagnostic systems. Chapters 6 and 7 are devoted to inverse fuzzy inference based on fuzzy relations and fuzzy rules. Chapter 8 presents a method for extracting fuzzy relations from data. All the algorithms presented in Chapters 2-8 are validated by computer experiments and illustrated by solving medical and technical forecasting and diagnosis problems. Finally, Chapter 9 includes applications of the proposed methodology in dynamic and inventory control systems, prediction of results of football games, decision making in road accident investigations, project management and reliability analysis.
Detail Book of Fuzzy Evidence in Identification Forecasting and Diagnosis PDF
- Author : Alexander P. Rotshtein
- Release : 01 February 2012
- Publisher : Springer
- ISBN : 3642257879
- Genre : Computers
- Total Page : 313 pages
- Language : English
- PDF File Size : 16,6 Mb
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