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Kybernetika 44(2):151-170, 2008.

Multistage Stochastic Programs via Autoregressive Sequences and Individual Probability Constraints

Vlasta Kaňková


Abstract:

The paper deals with a special case of multistage stochastic programming problems. In particular, the paper deals with multistage stochastic programs in which a random element follows an autoregressive sequence and constraint sets correspond to the individual probability constraints. The aim is to investigate a stability (considered with respect to a probability measures space) and empirical estimates. To achieve new results the Wasserstein metric determined by ${\cal L}_{1}$ norm and results of multiobjective optimization theory are employed.


Keywords: multistage stochastic programming problem; individual probability constraints; autoregressive sequence; Wasserstein metric; empirical estimates; multiobjective problems;


AMS: 90C15;


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BIB TeX

@article{kyb:2008:2:151-170,

author = {Ka\v{n}kov\'{a}, Vlasta },

title = {Multistage Stochastic Programs via Autoregressive Sequences and Individual Probability Constraints},

journal = {Kybernetika},

volume = {44},

year = {2008},

number = {2},

pages = {151-170}

publisher = {{\'U}TIA, AV {\v C}R, Prague },

}


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