Simulating Fuzzy Systems
Published on 25. November 2014
Book
Paperback/Softback
XII, 208 pages
978-3-642-42534-9 (ISBN)
Description
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, fuzzy logic, fuzzy estimation, fuzzy probabilities, fuzzy systems theory, and fuzzy computation. It also presents a wide selection of simulation applications ranging from emergency rooms to machine shops to project scheduling, showing the varieties of fuzzy systems.
More details
Series
Edition
2005 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
XII, 208 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 13 mm
Weight
347 gr
ISBN-13
978-3-642-42534-9 (9783642425349)
DOI
10.1007/b100371
Schweitzer Classification
Other editions
Additional editions
Content
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.