Bibliografie
Conference Paper (international conference)
Solution of Emission Management Problem
,
: MANAGING AND MODELLING OF FINANCIAL RISKS : proceedings of the 9th International Scienti c Conference Managing and Modelling of Financial Risks
: 9th International Scientific Conference Managing and Modelling of Financial Risks, (Ostrava, CZ, 20180905)
: GA16-01298S, GA ČR
: Multi-stage stochastic programming, Emission management, SDDP, time dependence
: http://library.utia.cas.cz/separaty/2018/E/smid-0495435.pdf
(eng): Optimal covering of emissions stemming from random production is a multistage stochastic programming problem. Solving it in a usual way - by means of deterministic equivalent - is possible only given an unrealistic approximation of random parameters. There exists an efficient way of solving multistage problems - stochastic dual dynamic programming (SDDP), however, it requires the inter-stage independence of random parameters, which is not the case which our problem. In the paper, we discuss a modified version of SDDP, allowing for some form of interstage dependence.
: BB
: 10103