Technologies for Constructing Intelligent Systems 2: Tools: Studies in Fuzziness and Soft Computing, cartea 90
Editat de Bernadette Bouchon-Meunier, Julio Gutierrez-Rios, Luis Magdalena, Ronald R. Yageren Limba Engleză Hardback – 26 feb 2002
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Specificații
ISBN-13: 9783790814552
ISBN-10: 3790814555
Pagini: 444
Ilustrații: IX, 430 p.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.79 kg
Ediția:2002
Editura: Physica-Verlag HD
Colecția Physica
Seria Studies in Fuzziness and Soft Computing
Locul publicării:Heidelberg, Germany
ISBN-10: 3790814555
Pagini: 444
Ilustrații: IX, 430 p.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.79 kg
Ediția:2002
Editura: Physica-Verlag HD
Colecția Physica
Seria Studies in Fuzziness and Soft Computing
Locul publicării:Heidelberg, Germany
Public țintă
ResearchCuprins
Fundamental Issues in Uncertainty.- Epistemology probabilized.- Stochastic independence for upper and lower probabilities in a coherent setting.- Qualitative possibilistic independence based on plausibility relations.- Independence concepts for belief functions.- Conditional possibility and necessity.- The membership problem for probabilistic and data dependencies.- Belief functions induced by randomized communication channels.- Quantifying the correlation between two interval-valued random sets.- How information measure changes due to unreliability.- Aggregation Methods.- On the aggregation of some classes of fuzzy relations.- Ordinal sums of aggregation operators.- Aggregation principle in the theory of nonlinear PDE.- Approximation of membership functions and aggregation operators using splines.- The ordered weighted geometric operator: properties and application in MCDM problems.- On dominance and dispersion of a class of weighting lists.- Fuzzy Sets.- On the definition of coherence measure for fuzzy sets.- Characterizing k-additive fuzzy measures.- Design of Takagi-Sugeno controllers using piecewise constant functions and a normalized fuzzification transform.- Fuzzy temporal rules: A rule-based approach for fuzzy temporal knowledge representation and reasoning.- On a new method to T-transitive fuzzy relations.- Intuitionistic fuzzy relations and measures of consensus.- A soft design of acceptance sampling plans by variables.- Network Based Technologies.- On the problem of performing exact partial abductive inference in Bayesian belief networks using junction trees.- Computing probabilities of events in Bayesian networks.- Approximate Bayesian networks.- Stochastic algorithms for searching causal orderings in Bayesian networks.- SYMBIONT: A cooperative evolutionarymodel for evolving artificial neural networks for classification.- Functional equivalence between S-neural networks and fuzzy models.- Logic and Logic Based Systems.- Towards mathematical morpho-logics.- Fuzzy sets from a mathematical-naïve point of view.- On the implementation of Fril++ for object-oriented logic programming with uncertainty and fuzziness.- On some simplifications of the axiomatization of monoidal logic.- Logical measure — structure of logical formula.
Caracteristici
General view of tools and domains regarding the management of uncertainty in knowledge-based and intelligent systems Includes supplementary material: sn.pub/extras