Application of the univariate marginal distribution algorithm to mixed analogue - Digital circuit design and optimisation

Zinchenko L., Radecker M., Bisogno F.

EvoWorkshops 2007, Valencia, İspanya, 11 - 13 Nisan 2007, cilt.4448, ss.431-438 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 4448
  • Basıldığı Şehir: Valencia
  • Basıldığı Ülke: İspanya
  • Sayfa Sayıları: ss.431-438
  • İstanbul Teknik Üniversitesi Adresli: Hayır

Özet

Design and optimisation of modern complex mixed analogue-digital circuits require new approaches to circuit sizing. In this paper, we present a novel approach based on the application of the univariate marginal distribution algorithm to circuit sizing at the system level. The results of automotive electronics circuits sizing indicate that all design requirements have been fulfilled in comparison with a human design. Experiments indicate that elitism increases the performance of the algorithm.