Titlebook: Uncertainty Quantification and Stochastic Modelling with EXCEL; Eduardo Souza de Cursi Textbook 2022 The Editor(s) (if applicable) and The

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Optimization Under Uncertainty,In Sect. 2.2 (page 52), we introduced the classical mono-objective optimization problem.

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Reliability,Reliability is a quite old idea in many areas of human activity facing uncertainties. For example, Civil Engineering faces such a difficulty since its dawn.

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The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl

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Springer Texts in Business and Economicshttp://image.papertrans.cn/u/image/941100.jpg

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https://doi.org/10.1007/978-3-030-77757-9Uncertainty quantification; Excel; Stochastics; Stochastic modelling; Numerical methods; Linear programmi

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UQ in Game Theory,in 1944 (Von Neumann & Morgenstern, 1944), what is the culmination of Von Neumann’s works on games since the 1920s (Von Neumann, 1928). Previous works may be found in (Cournot, 1838; Bachelier, 1901; Zermelo, 1912; Borel, 1921).

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2192-4333 thods such as linear and nonlinear programming, multi-object.This book presents techniques for determining uncertainties in numerical solutions with applications in the fields of business administration, civil engineering, and economics, using Excel as a computational tool. Also included are solutio

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Representation of Random Variables,te knowledge of their distribution is rarely available, since only samples may be obtained. In some situations, even the variable itself cannot be observed – it is a hidden variable – and only its effects may be observed: variability of the response of the system is observed, but the cause of this v