National Repository of Grey Literature 2 records found  Search took 0.01 seconds. 
Algorithms for solving two-stage stochastic programs
Vlčková, Ivona ; Kopa, Miloš (advisor) ; Lachout, Petr (referee)
The thesis deals with the algorithms for two-stage stochastic programs. The first chapter considers the basic properties and theory. Specifically, we introduce the properites of the feasibility region and the objective function. Further, optimality conditions are discussed. In the second chapter we present algoritms which can be used to solve two-stage linear programs with fixed recourse. In the first section the basic L-shaped method is described in detail. The second section provides an explanation of the Stochastic Decomposition algorithm with the inclusion of a regularization term. The last chapter presents computational results. Three practical examples are provided both with a brief description of the problem and solutions by the studied algorithms.
Stochastic models in consumer theory
Vlčková, Ivona ; Kopa, Miloš (advisor) ; Dvořák, Marek (referee)
The goal of this bachelor's thesis is the stochastic extension of deterministic models with a special attention to finding the consumer's optimum. The first chapter is devoted to utility theory, defining basic notions and it also studies characteristics of utility functions and indifference curves. Futhermore, the consumer's optimum is described from the perspective of marginal utility. At the end of this chapter, optimization problems are provided, including their solutions, and finally we examine the effect of price changes of particular goods and income. This effect is described and solved via the substitution and income effect. The second chapter shows the stochastic extension of the above mentioned models. Using the quantile function, we obtain the optimum in the case of random income and we use mean values for the case of random prices. Eventually, a considerable part of this work is devoted to scenario theory, which is also used in the final example.

See also: similar author names
4 VLČKOVÁ, Iva
1 Vlčková, Iena
5 Vlčková, Irena
4 Vlčková, Iva
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