Detail publikace

FOPS: A new framework for the optimization with variable number of dimensions

MAREK, M. KADLEC, P. ČAPEK, M.

Originální název

FOPS: A new framework for the optimization with variable number of dimensions

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

A single- and multi-objective optimization package is presented and described in detail. It contains an ensemble of local and global optimization routines. Procedures controlling variable number of dimensions are implemented as well, which is a rare feature among optimization oriented packages. The package is provided as a MATLAB toolbox. It excels in versatility and extensibility, which is demonstrated on a series of examples covering classical electromagnetism and antenna design. It is taken for granted that defining parameters of the optimization method can be set prior to the simulation run. However, its effective performance can be changed during the optimization run thanks to the full control feature. Moreover, it opens new possibilities in merging various algorithms into hybrids, performing complex dynamic programming tasks, or exploiting third party software. These advantages render the package as a perfect tool to deal with nowadays challenging engineering tasks.

Klíčová slova

computer-aided design; evolutionary optimization; hybrid optimization; optimal transmitter placement; optimization framework; variable number of dimensions

Autoři

MAREK, M.; KADLEC, P.; ČAPEK, M.

Vydáno

8. 8. 2020

Nakladatel

WILEY

Místo

HOBOKEN

ISSN

1099-047X

Periodikum

International Journal of RF and Microwave Computer-Aided Engineering

Ročník

30

Číslo

9

Stát

Spojené státy americké

Strany od

1

Strany do

16

Strany počet

16

URL

https://onlinelibrary.wiley.com/doi/10.1002/mmce.22335

BibTex

@article{BUT164227,
  author="Martin {Marek} and Petr {Kadlec} and Miloslav {Čapek}",
  title="FOPS: A new framework for the optimization with variable number of dimensions",
  journal="International Journal of RF and Microwave Computer-Aided Engineering",
  year="2020",
  volume="30",
  number="9",
  pages="1--16",
  doi="10.1002/mmce.22335",
  issn="1099-047X",
  url="https://onlinelibrary.wiley.com/doi/10.1002/mmce.22335"
}