Multi-dimensional Boltzmann Sampling of context-free Languages

@article{Bodini2010MultidimensionalBS,
title={Multi-dimensional Boltzmann Sampling of context-free Languages},
author={Olivier Bodini and Yann Ponty},
journal={ArXiv},
year={2010},
volume={abs/1002.0046}
}
• Published in ArXiv 2010
This paper addresses the uniform random generation of words from a context-free language (over an alphabet of size $k$), while constraining every letter to a targeted frequency of occurrence. Our approach consists in an extended -- multidimensional -- version of the classic Boltzmann samplers~\cite{Duchon2004}. We show that, under mostly \emph{strong-connectivity} hypotheses, our samplers return a word of size in $[(1-\varepsilon)n, (1+\varepsilon)n]$ and exact frequency in \$\mathcal{O}(n^{1+k… CONTINUE READING

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