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Fuzzy Logic and Probability Applications: Bridging the Gap

Fuzzy Logic and Probability Applications: Bridging the Gap


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Product Details

ISBN-13: 9780898715255
Publisher: SIAM
Publication date: 11/01/2002
Series: ASA-SIAM Series on Statistics and Applied Probability
Edition description: New Edition
Pages: 409
Product dimensions: 5.98(w) x 8.98(h) x 1.02(d)

Table of Contents

Preface; Section I. Fundamentals; 1. Introduction; 2. Fuzzy Set Theory, Fuzzy Logic, and Fuzzy Systems; 3. Probability Theory; 4. Bayesian Methods; 5. Considerations for Using Fuzzy Set Theory and Probability Theory; 6. Guidelines for Eliciting Expert Judgment as Probabilities or Fuzzy Logic; Section II. Applications; 7. Image Enhancement. Probability Versus Fuzzy Expert Systems; 8. Engineering Process Control; 9. Structural Safety Analysis. A Combined Fuzzy and Probability Approach; 10. Aircraft Integrity and Reliability; 11. Auto Reliability Project; 12. Control Charts for Statistical Process Control; 13. Fault Tree Logic Models; 14. Uncertainty Distributions Using Fuzzy Logic; 15. Signal Validation Using Bayesian Belief Networks and Fuzzy Logic.

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