×

zbMATH — the first resource for mathematics

Stability results for stochastic programs and sensors, allowing for discontinuous objective functions. (English) Zbl 0830.90111
The paper deals with the stochastic programming problem \[ \underset{K\subset X}{\text{maximize}} \int_\Xi f(x, \xi) P(d\xi), \] where \(X\) and \(\Xi\) are complete separable metric spaces (\(\Xi\) equipped with a Borel structure), \(P\) is a probability measure on \(\Xi\), \(f(x, \xi): X\times \Xi\to [-\infty, +\infty]\), \(f(\cdot, \cdot)\) is admitted to be discontinuous.
The aim of the paper is to investigate the stability of the problem with respect to variations of the integrand \(f(\cdot, \cdot)\), or the probability measure \(P\). The problem is demonstrated on the case of the newsboy problem. The achieved results are applied to the stability of sensors.
Reviewer: V.Kankova (Praha)

MSC:
90C15 Stochastic programming
90C31 Sensitivity, stability, parametric optimization
PDF BibTeX XML Cite
Full Text: DOI