Online-Ressource
London :Springer London, Limited,
Schlagwort(e):
Soft computing.
;
Electronic books.
Materialart:
Online-Ressource
Seiten:
1 online resource (379 pages)
Ausgabe:
1st ed.
ISBN:
9781447106876
URL:
https://ebookcentral.proquest.com/lib/geomar/detail.action?docID=3074255
Sprache:
Englisch
Anmerkung:
Soft Computing in Case Based Reasoning -- Copyright -- Foreword -- Contents -- List of Contributors -- 1. A Tutorial on Case Based Reasoning -- 2. On the Notion of Similarity in Case Based Reasoning and Fuzzy Theory -- 3. Formalizing Case Based Inference Using Fuzzy Rules -- 4. Hybrid Approaches for Integrating Neural Networks and Case Based Reasoning: From Loosely Coupled to Tightly Coupled Models -- 5. Towards Integration of Memory Based Learning and Neural Networks -- 6. A Genetic Algorithm and Growing Cell Structure Approach to Learning Case Retrieval Structures -- 7. An Architecture for Hybrid Creative Reasoning -- 8. Teacher: A Genetics Based System for Learningand Generalizing Heuristics -- 9. Fuzzy Logic Based Neural Network for Case Based Reasoning -- 10. Case Based Systems: A Neuro-Fuzzy Method for Selecting Cases -- 11. Neuro-Fuzzy Approach for Maintaining Case Bases -- 12. A Neuro-Fuzzy Methodology for Case Retrieval and an Object-Oriented Case Schema for Structuring Case Bases and their Application to Fashion Footwear Design -- 13. Adaptation of Cases for Case Based Forecasting with Neural Network Support -- 14. Armchair Mission to Mars: Using Case Based Reasoning and Fuzzy Logic to Simulate a Time Series Model of Astronaut Crews -- 15. Applications of Soft CBR at General Electric -- Index -- About the Editors.
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