Soft Methods for Handling Variability and Imprecision is popular PDF and ePub book, written by Didier Dubois in 2008-10-01, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Soft Methods for Handling Variability and Imprecision can be Read Online from any device for your convenience.
Soft Methods for Handling Variability and Imprecision Book PDF Summary
Probability theory has been the only well-founded theory of uncertainty for a long time. It was viewed either as a powerful tool for modelling random phenomena, or as a rational approach to the notion of degree of belief. During the last thirty years, in areas centered around decision theory, artificial intelligence and information processing, numerous approaches extending or orthogonal to the existing theory of probability and mathematical statistics have come to the front. The common feature of those attempts is to allow for softer or wider frameworks for taking into account the incompleteness or imprecision of information. Many of these approaches come down to blending interval or fuzzy interval analysis with probabilistic methods. This book gathers contributions to the 4th International Conference on Soft methods in Probability and Statistics. Its aim is to present recent results illustrating such new trends that enlarge the statistical and uncertainty modeling traditions, towards the handling of incomplete or subjective information. It covers a broad scope ranging from philosophical and mathematical underpinnings of new uncertainty theories, with a stress on their impact in the area of statistics and data analysis, to numerical methods and applications to environmental risk analysis and mechanical engineering. A unique feature of this collection is to establish a dialogue between fuzzy random variables and imprecise probability theories.
Detail Book of Soft Methods for Handling Variability and Imprecision PDF
- Author : Didier Dubois
- Release : 01 October 2008
- Publisher : Springer Science & Business Media
- ISBN : 9783540850274
- Genre : Mathematics
- Total Page : 436 pages
- Language : English
- PDF File Size : 13,5 Mb
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