Author | Ayyub, Bilal M. author |
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Title | Uncertainty Analysis in Engineering and Sciences: Fuzzy Logic, Statistics, and Neural Network Approach [electronic resource] / by Bilal M. Ayyub, Madan M. Gupta |
Imprint | Boston, MA : Springer US : Imprint: Springer, 1998 |
Connect to | http://dx.doi.org/10.1007/978-1-4615-5473-8 |
Descript | XXIV, 371 p. online resource |
1. The Role of Constrained Fuzzy Arithmetic in Engineering -- 2. General Perspective on the Formalization of Uncertain Knowledge -- 3. Distributional Representations of Random Interval Measurements -- 4. A Fuzzy Morphology: a Logical Approach -- 5. Reliability Analysis with Fuzziness and Randomness -- 6. Fuzzy Signal Detection with Multiple Waveform Features -- 7. Uncertainty Modeling of Normal Vibrations -- 8. Modeling and Implementation of Fuzzy Time Point Reasoning in Microprocessor Systems -- 9. Model Learning with Bayesian Networks for Target Recognition -- 10. System Life Cycle Optimization Under Uncertainty -- 11. Valuation-Based Systems for Pavement Management Decision Making -- 12. Hybrid Least-Square Regression Analysis -- 13. Linear Regression with Random Fuzzy Numbers -- 14. Neural Net Solutions to Systems of Fuzzy Linear Equations -- 15. Fuzzy Logic: A Case Study in Performance Measurement -- 16. Fuzzy Genetic Algorithm Based Approach to Machine Learning Under Uncertainty -- 17. Recurrent Neuro-Fuzzy Models of Complex Systems -- 18. Adaptive Fuzzy Systems with Sinusoidal Membership Functions -- 19. A Computational Method for Fuzzy Optimization -- 20. Interaction of Fuzzy Knowledge Granules for Conjunctive Logic -- 21. Fuzzy Decision Processes with Expected Fuzzy Rewards -- 22. On the Computability of Possibilistic Reliability -- 23. Distributed Reasoning with Uncertain Data -- 24. A Fresh Perspective on Uncertainty Modeling: Uncertainty vs. Uncertainty Modeling -- About the Editors