Application of the Esscher Transform to Pricing Forward Contracts on Energy Markets in a Fuzzy Environment

被引:4
作者
Nowak, Piotr [1 ]
Pawlowski, Michal [1 ]
机构
[1] Polish Acad Sci, Syst Res Inst, Newelska 6, PL-01447 Warsaw, Poland
关键词
energy markets; fuzzy sets; stochastic processes; jump-diffusion; derivatives pricing; decision making; EUROPEAN OPTIONS; LEVY PROCESSES; MODEL; VARIANCE; VALUATION;
D O I
10.3390/e25030527
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The paper is dedicated to modeling electricity spot prices and pricing forward contracts on energy markets. The underlying dynamics of electricity spot prices is governed by a stochastic mean reverting diffusion with jumps having mixed-exponential distribution. Application of financial mathematics and stochastic methods enabled the derivation of the analytical formula for the forward contract's price in a crisp case. Since the model parameters' incertitude is considered, their fuzzy counterparts are introduced. Utilization of fuzzy arithmetic enabled deriving an analytical expression for the futures price and proposing a modified method for decision-making under uncertainty. Finally, numerical examples are analyzed to illustrate our pricing approach and the proposed financial decision-making method.
引用
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页数:21
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