Detail publikace

Double-Loop Optimization and Soft Computing Based Inverse Analysis Approaches for Performing Reliability-based Design.

Originální název

Double-Loop Optimization and Soft Computing Based Inverse Analysis Approaches for Performing Reliability-based Design.

Anglický název

Double-Loop Optimization and Soft Computing Based Inverse Analysis Approaches for Performing Reliability-based Design.

Jazyk

en

Originální abstrakt

Two alternative approaches to solve an inverse reliability problem are presented in this paper. The first approach is based on utilization of an artificial neural network and small-sample simulation technique. The second approach considers the inverse reliability task as a reliability-based optimization task using a double-loop optimization method based on a small-sample simulation. The efficiency of both approaches is tested using numerical examples of structural design. Advantages and disadvantages of both approaches are discussed.

Anglický abstrakt

Two alternative approaches to solve an inverse reliability problem are presented in this paper. The first approach is based on utilization of an artificial neural network and small-sample simulation technique. The second approach considers the inverse reliability task as a reliability-based optimization task using a double-loop optimization method based on a small-sample simulation. The efficiency of both approaches is tested using numerical examples of structural design. Advantages and disadvantages of both approaches are discussed.

BibTex


@inproceedings{BUT123862,
  author="David {Lehký} and Ondřej {Slowik} and Drahomír {Novák}",
  title="Double-Loop Optimization and Soft Computing Based Inverse Analysis Approaches for Performing Reliability-based Design.",
  annote="Two alternative approaches to solve an inverse reliability problem are presented in this paper. The first approach is based on utilization of an artificial neural network and small-sample simulation technique. The second approach considers the inverse reliability task as a reliability-based optimization task using a double-loop optimization method based on a small-sample simulation. The efficiency of both approaches is tested using numerical examples of structural design. Advantages and disadvantages of both approaches are discussed.",
  address="Y. Tsompanakis, J. Kruis, B.H.V. Topping",
  booktitle="Proceedings of the Fourth International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering",
  chapter="123862",
  howpublished="electronic, physical medium",
  institution="Y. Tsompanakis, J. Kruis, B.H.V. Topping",
  year="2015",
  month="september",
  pages="1--15",
  publisher="Y. Tsompanakis, J. Kruis, B.H.V. Topping",
  type="conference paper"
}