Publication result detail

Design of Passive Analog Electronic Circuits Using Hybrid Modified UMDA algorithm

SLEZÁK, J.; GÖTTHANS, T.

Original Title

Design of Passive Analog Electronic Circuits Using Hybrid Modified UMDA algorithm

English Title

Design of Passive Analog Electronic Circuits Using Hybrid Modified UMDA algorithm

Type

WoS Article

Original Abstract

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.

English abstract

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.

Keywords

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

Key words in English

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

Authors

SLEZÁK, J.; GÖTTHANS, T.

RIV year

2016

Released

15.01.2015

ISBN

1210-2512

Periodical

Radioengineering

Volume

2015 (24)

Number

1

State

Czech Republic

Pages from

161

Pages to

170

Pages count

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"
}