Multi-objective univariate marginal distribution optimisation of mixed analogue-digital signal circuits

  • Authors:
  • Lyudmila Zinchenko;Matthias Radecker;Fabio Bisogno

  • Affiliations:
  • Fraunhofer IAIS;Fraunhofer IAIS;Fraunhofer IAIS

  • Venue:
  • Proceedings of the 9th annual conference on Genetic and evolutionary computation
  • Year:
  • 2007

Quantified Score

Hi-index 0.00

Visualization

Abstract

Design for specific customer service plays a crucial role for the majority of the market in modern electronics. However, adaptability to an individual customer results in increasing design costs. A key to manage these opposite requirements is a wide application of computer aided design tools for multi-objective optimisation of existing IP blocks. In this paper we introduce a new approach to multi-objective optimisation of mixed analogue-digital signal circuits on the base of the univariate marginal distribution algorithm. Practical illustration of the use of this approach is demonstrated for an industrial electronics application design. Experiments indicate that multi-objective optimisation of mixed analogue-digital signal circuits on the base of the univariate marginal distribution algorithm meets different design specifications.