Detail publikace

Návrh pasivních analogových elektronických obvodů použitím hybridního modifikovaného UMDA algoritmu

SLEZÁK, J. GÖTTHANS, T.

Originální název

Design of Passive Analog Electronic Circuits Using Hybrid Modified UMDA algorithm

Český název

Návrh pasivních analogových elektronických obvodů použitím hybridního modifikovaného UMDA algoritmu

Anglický název

Design of Passive Analog Electronic Circuits Using Hybrid Modified UMDA algorithm

Typ

článek v časopise

Jazyk

en

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.

Český abstrakt

Článek je zaměřen na návrh analogových obvodů za využití automatizovaného evolučního algoritmu s využitím tzv. Univariate Marginal Distribution Algorithm (UMDA). Navrhovaný hybridní přístup účinně snižuje počet evaluací kriteriální funkce. Daný přístup je ověřen na návrhu fraktálních kapacitorů.

Anglický 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

Evoluční algoritmus, optimalizace, odhad distribuce, EDA, návrh analogových obvodů, fraktální kapacitor.

Rok RIV

2015

Vydáno

15.01.2015

Strany od

161

Strany do

170

Strany počet

10

URL

BibTex


@article{BUT114644,
  author="Josef {Slezák} and Tomáš {Götthans}",
  title="Design of Passive Analog Electronic Circuits Using Hybrid Modified UMDA algorithm",
  annote="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.",
  chapter="114644",
  doi="10.13164/re.2015.0161",
  howpublished="online",
  number="1",
  volume="2015 (24)",
  year="2015",
  month="january",
  pages="161--170",
  type="journal article"
}