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Uncertainty Quantification using R (Hardcover, 1st ed. 2023)
Loot Price: R4,072
Discovery Miles 40 720
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Uncertainty Quantification using R (Hardcover, 1st ed. 2023)
Series: International Series in Operations Research & Management Science, 335
Expected to ship within 12 - 17 working days
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Total price: R4,092
Discovery Miles: 40 920
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This book is a rigorous but practical presentation of the
techniques of uncertainty quantification, with applications in R
and Python. This volume includes mathematical arguments at the
level necessary to make the presentation rigorous and the
assumptions clearly established, while maintaining a focus on
practical applications of uncertainty quantification methods.
Practical aspects of applied probability are also discussed, making
the content accessible to students. The introduction of R and
Python allows the reader to solve more complex problems involving a
more significant number of variables. Users will be able to use
examples laid out in the text to solve medium-sized problems. The
list of topics covered in this volume includes linear and nonlinear
programming, Lagrange multipliers (for sensitivity),
multi-objective optimization, game theory, as well as linear
algebraic equations, and probability and statistics. Blending
theoretical rigor and practical applications, this volume will be
of interest to professionals, researchers, graduate and
undergraduate students interested in the use of uncertainty
quantification techniques within the framework of operations
research and mathematical programming, for applications in
management and planning.
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