Foundations of Generic Optimization Volume 2: Applications of Fuzzy Control, Genetic Algorithms and Neural Networks /

This is a comprehensive overview of the basics of fuzzy control, which also brings together some recent research results in soft computing, in particular fuzzy logic using genetic algorithms and neural networks. This book offers researchers not only a solid background but also a snapshot of the curr...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Lowen, Robert (Επιμελητής έκδοσης), Verschoren, Alain (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Dordrecht : Springer Netherlands, 2008.
Σειρά:Mathematical Modelling: Theory and Applications, 24
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 03281nam a22005295i 4500
001 978-1-4020-6668-9
003 DE-He213
005 20151204155122.0
007 cr nn 008mamaa
008 120502s2008 ne | s |||| 0|eng d
020 |a 9781402066689  |9 978-1-4020-6668-9 
024 7 |a 10.1007/978-1-4020-6668-9  |2 doi 
040 |d GrThAP 
050 4 |a QA402.5-402.6 
072 7 |a PBU  |2 bicssc 
072 7 |a MAT003000  |2 bisacsh 
082 0 4 |a 519.6  |2 23 
245 1 0 |a Foundations of Generic Optimization  |h [electronic resource] :  |b Volume 2: Applications of Fuzzy Control, Genetic Algorithms and Neural Networks /  |c edited by Robert Lowen, Alain Verschoren. 
264 1 |a Dordrecht :  |b Springer Netherlands,  |c 2008. 
300 |a X, 458 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Mathematical Modelling: Theory and Applications,  |x 1386-2960 ;  |v 24 
505 0 |a An Overview of Fuzzy Control Theory -- Optimal Fuzzy Management of Reservoir based on Genetic Algorithm -- Genetic Fuzzy Modeling of Supervisory Scheduling of Freight Rail Systems -- Multiobjective Evolutionary Search of Difference Equations-based Models for Understanding Chaotic Systems -- An Integrated Fuzzy Inference-based Monitoring, Diagnostic, and Prognostic System for Intelligent Control and Maintenance -- Stable Anti-Swing Control for an Overhead Crane with Velocity Estimation and Fuzzy Compensation -- Intelligent Fuzzy PID Controller -- Stability Analysis and Performance Design for Fuzzy Model-based Control Systems using a BMI-based Approach -- Two-Level Tuning of Fuzzy PID Controllers for Multivariable Process Systems -- Evaluation of Fuzzy Implications and Intuitive Criteria of GMP and GMT using MATLAB GUI -- FzController: A Development Environment for Fuzzy Controllers -- A Consistency Criterion for Optimizing Defuzzification in Fuzzy Control -- An Asymptotic Consistency Criterion for Optimizing Defuzzification in Fuzzy Control. 
520 |a This is a comprehensive overview of the basics of fuzzy control, which also brings together some recent research results in soft computing, in particular fuzzy logic using genetic algorithms and neural networks. This book offers researchers not only a solid background but also a snapshot of the current state of the art in this field. 
650 0 |a Mathematics. 
650 0 |a Computer science  |x Mathematics. 
650 0 |a Mathematical optimization. 
650 0 |a Combinatorics. 
650 0 |a Biomathematics. 
650 1 4 |a Mathematics. 
650 2 4 |a Optimization. 
650 2 4 |a Genetics and Population Dynamics. 
650 2 4 |a Mathematics of Computing. 
650 2 4 |a Discrete Mathematics in Computer Science. 
650 2 4 |a Combinatorics. 
700 1 |a Lowen, Robert.  |e editor. 
700 1 |a Verschoren, Alain.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9781402066672 
830 0 |a Mathematical Modelling: Theory and Applications,  |x 1386-2960 ;  |v 24 
856 4 0 |u http://dx.doi.org/10.1007/978-1-4020-6668-9  |z Full Text via HEAL-Link 
912 |a ZDB-2-SMA 
950 |a Mathematics and Statistics (Springer-11649)