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Foundations of computational intelligence volume 2
approximate reasoning
Résumé
Human reasoning usually is very approximate and involves various types of uncertainties. Approximate reasoning is the computational modelling of any part of the process used by humans to reason about natural phenomena or to solve real world problems. The scope of this book includes fuzzy sets, Dempster-Shafer theory, multi-valued logic, probability, random sets, and rough set, near set and hybrid intelligent systems. Besides research articles and expository papers on theory and algorithms of approximation reasoning, papers on numerical experiments and real world applications were also encouraged. This Volume comprises of 12 chapters including an overview chapter providing an up-to-date and state-of-the research on the applications of Computational Intelligence techniques for approximation reasoning. The Volume is divided into 2 parts: Part-I: Approximate Reasoning – Theoretical Foundations and Part-II: Approximate Reasoning – Success Stories and Real World Applications.
Détails | Table des matières
pp.3-25
https://doi.org/10.1007/978-3-642-01533-5_1why fuzzy-related aggregation techniques are often better even in situations without true fuzziness
pp.27-51
https://doi.org/10.1007/978-3-642-01533-5_2towards a new justification for fuzzy logic ideas
pp.53-74
https://doi.org/10.1007/978-3-642-01533-5_3pp.75-108
https://doi.org/10.1007/978-3-642-01533-5_4pp.111-131
https://doi.org/10.1007/978-3-642-01533-5_5the use of fuzzy measures and constraint programming for risk management
pp.133-173
https://doi.org/10.1007/978-3-642-01533-5_6pp.175-196
https://doi.org/10.1007/978-3-642-01533-5_7pp.197-236
https://doi.org/10.1007/978-3-642-01533-5_8pp.259-273
https://doi.org/10.1007/978-3-642-01533-5_10Détails de la publication
Maison d'édition: Springer
Lieu de publication: Dordrecht
Année: 2009
Pages: 310
Collection: Studies in Computational Intelligence
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: 202
DOI: 10.1007/978-3-642-01533-5
ISBN (hardback): 978-3-642-01532-8
ISBN (digital): 978-3-642-01533-5
Citation complète:
Abraham Ajith, Herrera Francisco, Hassanien Aboul-Ella (éd.), 2009, Foundations of computational intelligence volume 2: approximate reasoning. Dordrecht, Springer.