Publisher: Springer; 2008 edition (October 10, 2008)
Format: PDF / Kindle / ePub
Size: 6.4 MB
Downloadable formats: PDF
chance concept has been the one well-founded concept of uncertainty for a very long time. It was once considered both as a robust device for modelling random phenomena, or as a rational method of the concept of measure of trust. over the past thirty years, in parts headquartered round determination conception, synthetic intelligence and knowledge processing, various techniques extending or orthogonal to the prevailing idea of chance and mathematical information have come to front. the typical function of these makes an attempt is to permit for softer or wider frameworks for taking into consideration the incompleteness or imprecision of knowledge. lots of those ways come right down to mixing period or fuzzy period research with probabilistic tools. This ebook gathers contributions to the 4th overseas convention on delicate tools in likelihood and facts. Its goal is to provide fresh effects illustrating such new developments that magnify the statistical and uncertainty modeling traditions, in the direction of the dealing with of incomplete or subjective details. It covers a huge scope starting from philosophical and mathematical underpinnings of latest uncertainty theories, with a pressure on their influence within the quarter of records and knowledge research, to numerical equipment and purposes to environmental threat research and mechanical engineering. a different function of this assortment is to set up a discussion among fuzzy random variables and vague chance theories.