Detail publikace

Solving Civil Engineering Problems by Means of Fuzzy and Stochastic MCDM Methods: Current State and Future Research

ANTUCHEVICIENE, J. KALA, Z. MARZOUK, M. VAIDOGAS, E.

Originální název

Solving Civil Engineering Problems by Means of Fuzzy and Stochastic MCDM Methods: Current State and Future Research

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

The present review examines decision-making methods developed for dealing with uncertainties and applied to solve problems of civil engineering. Several methodological difficulties emerging from uncertainty quantification in decision-making are identified. The review is focused on formal methods of multiple criteria decision-making (MCDM). Handling of uncertainty by means of fuzzy logic and probabilistic modelling is analysed in light of MCDM. A sensitivity analysis of MCDM problems with uncertainties is discussed. An application of stochastic MCDM methods to a design of safety critical objects of civil engineering is considered. Prospects of using MCDM under uncertainty in developing areas of civil engineering are discussed in brief. These areas are design of sustainable and energy efficient buildings, building information modelling, and assurance of security and safety of built property. It is stated that before long the decision-making in civil engineering may face several methodological problems: the need to combine fuzzy and probabilistic representations of uncertainties in one decision-making matrix, the necessity to extend a global sensitivity analysis to all input elements of a MCDM problem with uncertainties, and an application of MCDM methods in the areas of civil engineering where decision-making under uncertainty is presently not common.

Klíčová slova

Civil engineering, multiple criteria decision making, uncertainty, fuzzy logic, probability, modelling, sensitivity analysis

Autoři

ANTUCHEVICIENE, J.; KALA, Z.; MARZOUK, M.; VAIDOGAS, E.

Rok RIV

2015

Vydáno

28. 8. 2015

Nakladatel

Hindawi

ISSN

1024-123X

Periodikum

MATHEMATICAL PROBLEMS IN ENGINEERING

Ročník

15

Číslo

15

Stát

Spojené státy americké

Strany od

1

Strany do

16

Strany počet

16

URL

http://dx.doi.org/10.1155/2015/362579

Plný text v Digitální knihovně

http://hdl.handle.net/11012/68355

BibTex

@article{BUT117747,
  author="Jurgita {Antucheviciene} and Zdeněk {Kala} and Mohamed {Marzouk} and Egidijus R. {Vaidogas}",
  title="Solving Civil Engineering Problems by Means of Fuzzy and Stochastic MCDM Methods: Current State and Future Research",
  journal="MATHEMATICAL PROBLEMS IN ENGINEERING",
  year="2015",
  volume="15",
  number="15",
  pages="1--16",
  doi="10.1155/2015/362579",
  issn="1024-123X",
  url="http://dx.doi.org/10.1155/2015/362579"
}