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Soft Computing in Measurement and Information Acquisition de Leon Reznik

Soft Computing in Measurement and Information Acquisition: Studies in Fuzziness and Soft Computing, cartea 127

Editat de Leon Reznik, Vladik Kreinovich
en Limba Engleză Paperback – 20 iul 2012
This volume covers the fields of measurement and information acqulSltlon. It contains a collection of papers representing the current research trends in these areas. What are those trends? The first one is the enormous growth in the amount of information and the amazing technologies, which make this information available anywhere and anytime. The second one is a substantial development of methods of the information presentation including, to name just a few, multimedia, virtual environment, computer animation. The third one is the all-time boosting demand for improving the quality of decisions made on the base of this information in various applications ranging from engineering to business. Nowadays information acquisition should not only provide more information but also provide it in such a way as to assure effective and efficient processing of this information. And here comes a relatively new methodology of soft computing. Application of soft computing in measurement and information acquisition is considered in this volume.
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Specificații

ISBN-13: 9783642535093
ISBN-10: 3642535097
Pagini: 300
Ilustrații: XIV, 284 p.
Dimensiuni: 155 x 235 x 16 mm
Greutate: 0.42 kg
Ediția:Softcover reprint of the original 1st ed. 2003
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Fuzziness and Soft Computing

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Uncertainty in Measurement: Some Thoughts about its Expressing and Processing.- Why Two Sigma? A Theoretical Justification for an Empirical Measurement Practice.- Fuzzy Linguistic Scales: Definition, Properties and Applications.- A Fuzzy Shape Specification System to Support Design for Aesthetics.- Generating Membership Functions for a Noise Annoyance Model from Experimental Data.- An Exegesis of Data Fusion.- Possibilistic Logic: A Theoretical Framework for Multiple Source Information Fusion.- Automated Adaptive Situation Assessment.- Soft Computing, Real-time Measurement and Information Processing in a Modern Brewery.- The Aggregation of Industrial Performance Information by the Choquet Fuzzy Integral.- Computing Image with an Analog Circuit Inspired by the Outer Retinal Network.- Extending the Decision Accuracy of a Bioinformatics System.- On Fuzzy Controllers Having Radial Basis Transfer Functions.- Evolutionary Scene Recognition and Simultaneous Position/Orientation Detection.- Evolutionary Dynamics Identification of Multi-Link Manipulators Using Runge — Kutta — Gill RBF Networks.- Towards Reliable Sub-Division of Geological Areas: Interval Approach.- A Fuzzy Classifier with Pyramidal Membership Functions.- A Comparison of Soft Computing and Traditional Approaches for Risk Classification and Claim Cost Prediction in the Automobile Insurance Industry.- Evolutionary Rule Generation and its Application to Credit Scoring.- Social Fuzziology in Action: Acquisition and Making Sense of Social Information.

Textul de pe ultima copertă

The vigorous development of the internet and other information technologies have significantly expanded the amount and variety of sources of information available on decision making. This book presents the current trends of soft computing applications to the fields of measurements and information acquisition. Main topics are the production and presentation of information including multimedia, virtual environment, and computer animation as well as the improvement of decisions made on the basis of this information in various applications ranging from engineering to business. In order to make high-quality decisions, one has to fuse information of different kinds from a variety of sources with differing degrees of reliability and uncertainty. The necessity to use intelligent methodologies in the analysis of such systems is demonstrated as well as the inspiring relation of computational intelligence to its natural counterpart. This book includes several contributions demonstrating a further movement towards the interdisciplinary collaboration of the biological and computer sciences with examples from biology and robotics.

Caracteristici

Invited papers covering the current research in the fields of measurement and information acquisition Includes supplementary material: sn.pub/extras