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NOVÁČKOVÁ, P. POPELA, P.
Originální název
A note on decomposition of nonlinear budget formula
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
The paper focuses on the theoretical problem to find an optimal decomposable representation of the given nonlinear function. The key part of the paper defies necessary functional analysis concepts and reviews their properties. Then the general solution for the studied problem is derived. The paper presents the first results about studied decomposability and identifies the directions for the future research. The paper also shows how to utilize features of a suitable functional space by using a real-world motivating example. Although the presented technique can be widely applied, we focus on this example from the beginning of the paper as it leads to the challenging and important problem of so called nonlinear budget formula decomposition. For public institutions as, e.g., universities, performance indicators based formulas are utilized to construct their budgets. Most of the formulas are linear that allows an easy application of the formula within the institution. However, some weak features of this approach led to the use of nonlinear formula as well. Especially, the formula users often focus on the most profitable performance indicators and omit others. Then, the institution activities tend to degenerate in certain less profitable areas although it is not a public goal. So, the nonlinear formula inspired by Cobb-Douglas function has been introduced a used as well. Its weakness related to problems with its application within institution is discussed in this paper. Because of the nature of the formula, some institution departments financed by it and their performance indicators can be underestimated by this formula. Therefore, abovementioned optimization-related results can be applied to the problem as it is shown.
Klíčová slova
nonlinear budget formula, performance indicators, decomposition, functional space, norm, minimization.
Autoři
NOVÁČKOVÁ, P.; POPELA, P.
Rok RIV
2012
Vydáno
27. 6. 2012
ISBN
978-80-214-4540-6
Kniha
MENDEL 2012: 18th International Conference on Soft Computing
ISSN
1803-3814
Periodikum
Mendel Journal series
Ročník
Číslo
1
Stát
Česká republika
Strany od
174
Strany do
179
Strany počet
6
BibTex
@inproceedings{BUT93280, author="Petra {Rozehnalová} and Pavel {Popela}", title="A note on decomposition of nonlinear budget formula", booktitle="MENDEL 2012: 18th International Conference on Soft Computing", year="2012", journal="Mendel Journal series", volume="2012", number="1", pages="174--179", isbn="978-80-214-4540-6", issn="1803-3814" }