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Selected Problems of Stochastic Optimisation under Uncertainty

Language EnglishEnglish
Book Paperback
Book Selected Problems of Stochastic Optimisation under Uncertainty Vadim Omelcenko
Libristo code: 15535173
Publishers LAP Lambert Academic Publishing, November 2015
In this work, we analyse heavy tailed distributions with most emphasis on stable distributions, deal... Full description
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In this work, we analyse heavy tailed distributions with most emphasis on stable distributions, deal with stochastic dominance, and apply these results in optimisation problems which arise from gas storage valuation. We use stochastic dynamic programming for solving this problem and deal with different price models, such as discretised price model with the stable transition matrix estimated from observations, Ornstein-Uhlenbeck, AR(1)- GARCH(1,1) models, etc. We take into account the feature that some European gas storage units are connected to several markets and translate it into our optimisation procedures. We also explore the role of tails in the problem of gas storage valuation and offer approaches for including stochastic dominance constraints.

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About the book

Full name Selected Problems of Stochastic Optimisation under Uncertainty
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 120
EAN 9783330013803
Libristo code 15535173
Weight 197
Dimensions 150 x 220 x 7
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