Detail publikace

Fuzzy přístup ve vícekriteriální optimalisaci

ŠEVČÍK, V.

Český název

Fuzzy přístup ve vícekriteriální optimalisaci

Anglický název

Interactive Approach and Multi-Objective Optimisation

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

en

Originální abstrakt

The intention of this paper is to show one possible approach to solve a multi-criteria decision making problem using reference point method supplemented with interactive approach. This method is based on optimisation of a scalarising function which is derived from mini-max problem where the functions are defined as the weighted Chebychev-norm of distance from ideal solution. The interactivity is introduced using a realistically assessed desired level, enabling deci-sion maker to change its value and therefore also a weight of the Chebychev-norm. The behaviour of the method is examined and the usability is discussed.

Český abstrakt

V článku je popsán přístup k řešení vícekriteriální rozhodovací úlohy pomocí metody referenčního bodu rozšířené o interaktivitu. Metoda je založená na řešení mini-maxu kde jednotlivé funkce jsou ve tvaru vážené Čebyševovy normy.

Anglický abstrakt

The intention of this paper is to show one possible approach to solve a multi-criteria decision making problem using reference point method supplemented with interactive approach. This method is based on optimisation of a scalarising function which is derived from mini-max problem where the functions are defined as the weighted Chebychev-norm of distance from ideal solution. The interactivity is introduced using a realistically assessed desired level, enabling deci-sion maker to change its value and therefore also a weight of the Chebychev-norm. The behaviour of the method is examined and the usability is discussed.

Klíčová slova česky

vícekriteriální rozhodování, výběr projektů, interaktivní metody, fuzzy množiny, Čebyševova vzdálenost, mini-max

Klíčová slova anglicky

: Operational research; Multi-objective optimisation (MOO); Multi-criteria decision-making (MCDM); Project selection; Interactive methods; Fuzzy sets; Reference point; Scalarising Function; Chebychev-norm of distance; Mini-max

Rok RIV

2010

Vydáno

01.01.2010

Nakladatel

VUT Brno

Místo

Brno

ISBN

978-80-214-4120-0

ISSN

1803-3814

Kniha

Proceedings of Mendel 2010 16th International Conference on Soft Computing

Strany od–do

373–380

Počet stran

8

BIBTEX


@inproceedings{BUT35428,
  author="Vítězslav {Popovský},
  title="Interactive Approach and Multi-Objective Optimisation",
  booktitle="Proceedings of Mendel 2010 16th International Conference on Soft Computing",
  year="2010",
  month="January",
  pages="373--380",
  publisher="VUT Brno",
  address="Brno",
  isbn="978-80-214-4120-0",
  issn="1803-3814"
}