Publication Details

Ratio cut hypergraph partitioning using BDD based MBOA optimization algorithm

SCHWARZ Josef and OČENÁŠEK Jiří. Ratio cut hypergraph partitioning using BDD based MBOA optimization algorithm. In: Proceedings of IEEE Design and Diagnostics of Electronic Circuits and Systems Workshop. Brno: Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava, 2002, pp. 87-96. ISBN 80-214-2094-4.
Czech title
Ratio cut hypergraph partitioning using BDD based MBOA optimization algorithm
Type
conference paper
Language
english
Authors
URL
Keywords

ratio cut partitioning, Bayesian Optimization Algorithm, partitioning taxonomy, hypergraph bisection, decision diagram, decision tree, Boolean function modelling

Abstract

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.

Published
2002
Pages
87-96
Proceedings
Proceedings of IEEE Design and Diagnostics of Electronic Circuits and Systems Workshop
Conference
IEEE Design and Diagnostics of Electronic Circuits and Systems 2002, Brno, CZ
ISBN
80-214-2094-4
Publisher
Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava
Place
Brno, CZ
BibTeX
@INPROCEEDINGS{FITPUB6931,
   author = "Josef Schwarz and Ji\v{r}\'{i} O\v{c}en\'{a}\v{s}ek",
   title = "Ratio cut hypergraph partitioning using BDD based MBOA optimization algorithm",
   pages = "87--96",
   booktitle = "Proceedings of IEEE Design and Diagnostics of Electronic Circuits and Systems Workshop",
   year = 2002,
   location = "Brno, CZ",
   publisher = "Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava",
   ISBN = "80-214-2094-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/6931"
}
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