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...

Descrizione completa

Salvato in:
Dettagli Bibliografici
Autori principali: Lowen, Robert, 19..-, Verschoren, Alain, 1954- (Autore)
Altri autori: Verschoren, A. (Redattore)
Natura: Livre numérique
Lingua:Anglais
Pubblicazione: Dordrecht : Springer Netherlands [20..].
Cham : Springer Nature
Edizione:1st ed. 2008.
Serie:Mathematical Modelling : Theory and Applications vol. 24
Soggetti:
Accesso online:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Nota: L'impression du document génère 462 p.
Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Foundations of Generic Optimization, Texte imprimé, 9781402066672
• Foundations of Generic Optimization, Texte imprimé, 9789048115730
• Foundations of Generic Optimization, Texte imprimé, 9789048176953
• Foundations of Generic Optimization, Texte imprimé, 9781402066672
Sommario:
  • 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