Detail publikace

Bayes-Dirichlet BDD as a probabilistic model for logic functions and evolutionary circuit decomposer

Originální název

Bayes-Dirichlet BDD as a probabilistic model for logic functions and evolutionary circuit decomposer

Anglický název

Bayes-Dirichlet BDD as a probabilistic model for logic functions and evolutionary circuit decomposer

Jazyk

en

Originální abstrakt

This paper deals with the k-way ratio cut hypergraph partitioning utilizing the Mixed discrete continuous variant of the Bayesian Optimization Algorithm (mBOA). We have tested our algorithm on three partitioning taxonomies: recursive minimum ratio cut, multi-way minimum ratio cut and recursive minimum cut bisection. We have also derived a new approach for modeling of Boolean functions using binary decision diagrams (BDDs) which are primarily used as a probabilistic model of the mBOA algorithm.

Anglický abstrakt

This paper deals with the k-way ratio cut hypergraph partitioning utilizing the Mixed discrete continuous variant of the Bayesian Optimization Algorithm (mBOA). We have tested our algorithm on three partitioning taxonomies: recursive minimum ratio cut, multi-way minimum ratio cut and recursive minimum cut bisection. We have also derived a new approach for modeling of Boolean functions using binary decision diagrams (BDDs) which are primarily used as a probabilistic model of the mBOA algorithm.

BibTex


@inproceedings{BUT10025,
  author="Josef {Schwarz} and Jiří {Očenášek}",
  title="Bayes-Dirichlet BDD as a probabilistic model for logic functions and evolutionary circuit decomposer",
  annote="This paper deals with the k-way ratio cut hypergraph partitioning utilizing the Mixed discrete continuous variant of the Bayesian Optimization Algorithm (mBOA). We have tested our algorithm on three partitioning taxonomies: recursive minimum ratio cut, multi-way minimum ratio cut and recursive minimum cut bisection. We have also derived a new approach for modeling of Boolean functions using binary decision diagrams (BDDs) which are primarily used as a probabilistic model of the mBOA algorithm.",
  address="Faculty of Mechanical Engineering BUT",
  booktitle="Mendel 2002",
  chapter="10025",
  institution="Faculty of Mechanical Engineering BUT",
  year="2002",
  month="june",
  pages="117--124",
  publisher="Faculty of Mechanical Engineering BUT",
  type="conference paper"
}