Uncertainty Quantification and Stochastic Modelling with EXCEL
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Beschreibung
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 solutions to uncertainty problems involving stochastic methods. The list of topics specially covered in this volume includes linear and nonlinear programming, Lagrange multipliers (for sensitivity), multi objective optimization, and Game Theory, as well as linear algebraic equations, and probability and statistics. The book also provides a selection of numerical methods developed for Excel, in order to enhance readers’ understanding. As such, it offers a valuable guide for all graduate and undergraduate students in the fields of economics, business administration, civil engineering, and others that rely on Excel as a research tool.
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 solutions to uncertainty problems involving stochastic methods. The list of topics specially covered in this volume includes linear and nonlinear programming, Lagrange multipliers (for sensitivity), multi objective optimization, and Game Theory, as well as linear algebraic equations, and probability and statistics. The book also provides a selection of numerical methods developed for Excel, in order to enhance readers’ understanding. As such, it offers a valuable guide for all graduate and undergraduate students in the fields of economics, business administration, civil engineering, and others that rely on Excel as a research tool.
Introduces uncertainty quantification techniques to professionals, researchers and students who use Excel as a computational tool Applies methods such as linear and nonlinear programming, multi-objective optimization, and game theory to economics, business administration, and civil engineering Offers a selection of numerical methods developed specifically for Excel
Autor*in
Eduardo Souza de Cursi
Themen in »Uncertainty Quantification and Stochastic Modelling with EXCEL«
Uncertainty quantification Excel Stochastics Stochastic modelling Numerical methods Linear programming Multiobjective optimization Game theory