Simulating Continuous Fuzzy Systems

• Κύριοι συγγραφείς: Buckley, James J. (Συγγραφέας), Jowers, Leonard J. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Σειρά: Studies in Fuzziness and Soft Computing, 188
• Θέματα: Engineering.; Artificial intelligence.; Computer simulation.; Applied mathematics.; Engineering mathematics.; System theory.; Computational intelligence.; Appl.Mathematics/Computational Methods of Engineering.; Systems Theory, Control.; Simulation and Modeling.; Artificial Intelligence (incl. Robotics).; Applications of Mathematics.; Computational Intelligence.

 This monograph studies continuous fuzzy dynamical systems using crisp continuous simulation. A crisp continuous dynamical system is presented whose evolution depends on a system of ordinary differential equations (ODEs). The system of ODEs contains parameters many of which have uncertain values. Usually point estimators for these uncertain parameters are used, but the resulting system will not display any uncertainty associated with these estimators. Instead fuzzy number estimators are employed, constructed from expert opinion or from data, for the uncertain parameters. Fuzzy number estimators produce a system of fuzzy ODEs to solve whose solution will be fuzzy trajectories for the variables. The authors use crisp continuous simulation to estimate the trajectories of the support and core of these fuzzy numbers in a variety of twenty applications of fuzzy dynamical systems. The applications range from Bungee jumping to the AIDS epidemic to dynamical models in economics. This book is the companion text to "Simulating Fuzzy Systems" (Springer 2005) which investigated discrete fuzzy systems through crisp discrete simulation. 

 Fuzzy Sets -- Fuzzy Estimation -- Fuzzy Systems -- Continuous Simulation Software -- Simulation Optimization -- Predator/Prey Models -- An Arm’s Race Model -- Bungee Jumping -- Spread of Infectious Disease Model -- Planetary Motion -- Human Cannon Ball -- Electrical Circuits -- Hawks, Doves and Law-Abiders -- Suspension System -- Chemical Reactions -- The AIDS Epidemic -- The Machine/Service Queuing Model -- A Self-Service Queuing Model -- Symbiosis -- Supply and Demand -- Drug Concentrations -- Three Species Competition -- Flying a Glider -- The National Economy -- Sex Structured Population Models -- Summary and Future Research -- Matlab/Simulink Commands for Graphs.