Do smart adaptive systems exist ? : best practice for selection and combination of intelligent methods

This book is intended as a reference and a guide summarising and focusing on best practices when using intelligent techniques and building systems requiring a degree of adaptation and intelligence. It is therefore not intended as a collection of the most recent research results but a practical guide...

Πλήρης περιγραφή

Αποθηκεύτηκε σε:
Λεπτομέρειες βιβλιογραφικής εγγραφής
Άλλοι συγγραφείς: Gabrys, Bogdan (Διευθυντής έκδοσης), Leiviskä, Kauko (Διευθυντής έκδοσης), Strackeljan, Jens (Διευθυντής έκδοσης)
Μορφή: Livre numérique
Γλώσσα:Anglais
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Σειρά:Studies in Fuzziness and Soft Computing 173
Διαθέσιμο Online:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Σημείωση: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Do Smart Adaptive Systems Exist?, Texte imprimé, 9783540240778
Πίνακας περιεχομένων:
  • Intelligent Systems: Architectures and Perspectives Do Smart Adaptive Systems Exist? Introduction Problem Definition From Applications to Methods Problem Definition From Applications to Methods Data Preparation and Preprocessing Data Preparation and Preprocessing From Methods To Applications Artificial Neural Networks Machine Learning and Reinforcement Learning Fuzzy Expert Systems Learning Algorithms for Neuro-Fuzzy Systems Hybrid Intelligent Systems: Evolving Intelligence in Hierarchical Layers Evolving Connectionist Systems with Evolutionary Self-Optimisatio From Applications To Methods Monitoring Examples of Smart Adaptive Systems in Model-Based Diagnosis Design of Adaptive Fuzzy Controllers Optimal Design Synthesis of Component-Based Systems Using Intelligent Techniques Intelligent Methods in Finance Applications: From Questions to Solutions Neuro-Fuzzy Systems for Explaining Data Sets Fuzzy Linguistic Data Summaries as a Human Consistent, User Adaptable Solution to Data Mining Adaptive Multimedia Retrieval: From Data to User Interaction