Simulating Fuzzy Systems

• Main Author: Buckley, James J. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Series: Studies in Fuzziness and Soft Computing, 171
• Subjects: Computer science.; Computers.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Computational intelligence.; Computer Science.; Theory of Computation.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Applications of Mathematics.; Computational Intelligence.

Simulating Fuzzy Systems demonstrates how many systems naturally become fuzzy systems and shows how regular (crisp) simulation can be used to estimate the alpha-cuts of the fuzzy numbers used to analyze the behavior of the fuzzy system. This monograph presents a concise introduction to fuzzy sets, f...

Table of Contents:

• Fuzzy Sets
• Fuzzy Estimation
• Fuzzy Probability Theory
• Fuzzy Systems Theory
• Simulation
• Queuing I: One-Step Calculations
• Simulation Optimization
• Queuing II: No One-Step Calculations
• Call Center Model
• Machine Shop I
• Machine Shop II
• Emergency Room Model
• Machine Servicing Problem
• Life Insurance: New Account Model
• Inventory Control I
• Inventory Control II
• Oil Tanker Problem
• Priority Queues
• Optimizing a Production Line
• Supermarket Model
• Bank Teller Problem
• A Bus Stop
• Process Failure/Spare Parts Problem
• Preemptive Service
• Project Network Model
• Summary and Conclusions
• Simulation Programs.