Detail publikace

Methods of Sensitivity Analyses and theirs Role in Engineering

Originální název

Methods of Sensitivity Analyses and theirs Role in Engineering

Anglický název

Methods of Sensitivity Analyses and theirs Role in Engineering

Jazyk

en

Originální abstrakt

The paper describes selected efficient methods for sensitivity analysis of engineering problems: The non-parametric rank-order statistical correlation between the basic random variables and the structural response variable, neural network ensemble-based sensitivity analysis and sensitivity analysis im terms of coefficient of variation. All three methods were utilized and compared for practical engineering example.

Anglický abstrakt

The paper describes selected efficient methods for sensitivity analysis of engineering problems: The non-parametric rank-order statistical correlation between the basic random variables and the structural response variable, neural network ensemble-based sensitivity analysis and sensitivity analysis im terms of coefficient of variation. All three methods were utilized and compared for practical engineering example.

BibTex


@inproceedings{BUT146065,
  author="Drahomír {Novák} and David {Lehký} and Maosen {Cao} and Lixia {Pan}",
  title="Methods of Sensitivity Analyses and theirs Role in Engineering",
  annote="The paper describes selected efficient methods for sensitivity analysis of engineering problems: The non-parametric rank-order statistical correlation between the basic random variables and the structural response variable, neural network ensemble-based sensitivity analysis and sensitivity analysis im terms of coefficient of variation. All three methods were utilized and compared for practical engineering example.",
  booktitle="2nd International Symposium on Mechanical Engineering and Material Science",
  chapter="146065",
  doi="10.2991/ismems-17.2018.24",
  howpublished="online",
  number="1",
  year="2018",
  month="may",
  pages="107--103",
  type="conference paper"
}