Detail publikace

Design of Passive Analog Electronic Circuits Using Hybrid Modified UMDA algorithm

SLEZÁK, J. GÖTTHANS, T.

Originální název

Design of Passive Analog Electronic Circuits Using Hybrid Modified UMDA algorithm

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

Hybrid evolutionary passive analog circuits synthesis method based on modified Univariate Marginal Distribution Algorithm (UMDA) and a local search algorithm is proposed in the paper. The modification of the UMDA algorithm which allows to specify the maximum number of the nodes and the maximum number of the components of the synthesized circuit is proposed. The proposed hybrid approach efficiently reduces the number of the objective function evaluations. The modified UMDA algorithm is used for synthesis of the topology and the local search algorithm is used for determination of the parameters of the components of the designed circuit. As an example the proposed method is applied to a problem of synthesis of the fractional capacitor circuit.

Klíčová slova

Evolutionary algorithm, optimization, estimation of distribution algorithm, EDA, analog circuit design, fractional capacitor.

Autoři

SLEZÁK, J.; GÖTTHANS, T.

Rok RIV

2015

Vydáno

15. 1. 2015

ISSN

1210-2512

Periodikum

Radioengineering

Ročník

2015 (24)

Číslo

1

Stát

Česká republika

Strany od

161

Strany do

170

Strany počet

10

URL

http://www.radioeng.cz/fulltexts/2015/15_01_0161_0170.pdf

BibTex

@article{BUT114644,
  author="Josef {Slezák} and Tomáš {Götthans}",
  title="Design of Passive Analog Electronic Circuits Using Hybrid Modified UMDA algorithm",
  journal="Radioengineering",
  year="2015",
  volume="2015 (24)",
  number="1",
  pages="161--170",
  doi="10.13164/re.2015.0161",
  issn="1210-2512",
  url="http://www.radioeng.cz/fulltexts/2015/15_01_0161_0170.pdf"
}