Detail publikačního výsledku

Two approaches to multi-criteria stochastic programming in beam design problem

MRÁZKOVÁ, E.; POPELA, P.

Originální název

Two approaches to multi-criteria stochastic programming in beam design problem

Anglický název

Two approaches to multi-criteria stochastic programming in beam design problem

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Multi-criteria stochastic programming approach is applied to a problem concerning an optimal design of beam dimensions. The corresponding mathematical model involves two criteria, an ODE-type constraint and an uncertain parameter related to the material characteristics. Two approaches to solving multi-criteria optimization problems are discussed in this paper. The first approach results in efficient frontier construction. The second method employs the weighted sum of multiple objectives. Finally, a parametric analysis with respect to the weighting coefficients is presented and three types of solutions are obtained.

Anglický abstrakt

Multi-criteria stochastic programming approach is applied to a problem concerning an optimal design of beam dimensions. The corresponding mathematical model involves two criteria, an ODE-type constraint and an uncertain parameter related to the material characteristics. Two approaches to solving multi-criteria optimization problems are discussed in this paper. The first approach results in efficient frontier construction. The second method employs the weighted sum of multiple objectives. Finally, a parametric analysis with respect to the weighting coefficients is presented and three types of solutions are obtained.

Klíčová slova

stochastic programming, multi-criteria optimization, efficient frontier, weigthed sum approach, beam design

Klíčová slova v angličtině

stochastic programming, multi-criteria optimization, efficient frontier, weigthed sum approach, beam design

Autoři

MRÁZKOVÁ, E.; POPELA, P.

Rok RIV

2013

Vydáno

27.06.2012

Nakladatel

VUT

Místo

Brno

ISBN

978-80-214-4540-6

Kniha

18th International Conference of Soft Computing, MENDEL 2012 (id 19255)

Edice

2012

ISSN

1803-3814

Periodikum

Mendel Journal series

Svazek

2012

Číslo

1

Stát

Česká republika

Strany od

393

Strany do

397

Strany počet

5

BibTex

@inproceedings{BUT93649,
  author="Eva {Mrázková} and Pavel {Popela}",
  title="Two approaches to multi-criteria stochastic programming in beam design problem",
  booktitle="18th International Conference of Soft Computing, MENDEL 2012 (id 19255)",
  year="2012",
  series="2012",
  journal="Mendel Journal series",
  volume="2012",
  number="1",
  pages="393--397",
  publisher="VUT",
  address="Brno",
  isbn="978-80-214-4540-6",
  issn="1803-3814"
}