Publication detail

On Influence of Interaction Laws of Dynamical Particle System For Sample Optimization

MAŠEK, J. VOŘECHOVSKÝ, M.

Original Title

On Influence of Interaction Laws of Dynamical Particle System For Sample Optimization

Type

conference paper

Language

English

Original Abstract

The presented paper investigates the effect of formulation of energy potential of a dynamical particle system as used for optimization of statistical point sampling. The dynamical particle system, originally developed as a physical analogy of the AudzeEglajs (AE) optimization criterion and its periodical modification (PAE), effectively demonstrated that the originally proposed potential performs well only in poorly applicable scenarios of design spaces of low dimension filled with rather high number of design points. A remedy lying in a refined formulation of energy potential as well as its derivation and reasoning are presented.

Keywords

Particle dynamical system, statistical sampling optimization, periodic space, particle interaction laws, short- and long-range interactions, self-similar designs.

Authors

MAŠEK, J.; VOŘECHOVSKÝ, M.

Released

19. 1. 2017

Publisher

VŠB-TU Ostrava, Fakulta stavební

Location

Ostrava

ISBN

978-80-248-4010-9

Book

Sborník vědecké konference

Pages from

1

Pages to

11

Pages count

11

BibTex

@inproceedings{BUT132784,
  author="Jan {Mašek} and Miroslav {Vořechovský}",
  title="On Influence of Interaction Laws of Dynamical Particle System For Sample Optimization",
  booktitle="Sborník vědecké konference",
  year="2017",
  pages="1--11",
  publisher="VŠB-TU Ostrava, Fakulta stavební",
  address="Ostrava",
  isbn="978-80-248-4010-9"
}