
Fuzzy Decision Making In Modeling And Control
World Scientific Publishing Co Pte Ltd
Will be published approx. on 4. December 2002
Book
Hardback
356 pages
978-981-02-4877-2 (ISBN)
Description
Decision making and control are two fields with distinct methods for solving problems, and yet they are closely related. This book bridges the gap between decision making and control in the field of fuzzy decisions and fuzzy control, and discusses various ways in which fuzzy decision making methods can be applied to systems modeling and control.Fuzzy decision making is a powerful paradigm for dealing with human expert knowledge when one is designing fuzzy model-based controllers. The combination of fuzzy decision making and fuzzy control in this book can lead to novel control schemes that improve the existing controllers in various ways. The following applications of fuzzy decision making methods for designing control systems are considered:* Fuzzy decision making for enhancing fuzzy modeling. The values of important parameters in fuzzy modeling algorithms are selected by using fuzzy decision making.* Fuzzy decision making for designing signal-based fuzzy controllers. The controller mappings and the defuzzification steps can be obtained by decision making methods.* Fuzzy design and performance specifications in model-based control. Fuzzy constraints and fuzzy goals are used.* Design of model-based controllers combined with fuzzy decision modules. Human operator experience is incorporated for the performance specification in model-based control.The advantages of bringing together fuzzy control and fuzzy decision making are shown with multiple examples from real and simulated control systems.
More details
Series
Language
English
Place of publication
Singapore
Singapore
Target group
College/higher education
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 236 mm
Width: 162 mm
Thickness: 23 mm
Weight
621 gr
ISBN-13
978-981-02-4877-2 (9789810248772)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Persons
Editor
Technical Univ Of Lisbon, Portugal
Erasmus Univ Rotterdam, The Netherlands
Content
Fuzzy Decision Making; Fuzzy Decision Functions; Fuzzy Aggregated Membership Control; Modeling and Identification; Fuzzy Decision Making for Modeling; Fuzzy Model-Based Control; Performance Criteria; Model-Based Control with Fuzzy Decision Functions; Derivative-Free Optimization; Advanced Optimization Issues; Application Example; Future Developments; Appendices: Model-Based Predictive Control; Nonlinear Internal Model Control.