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  • 标题:Kolmogorov Complexity in Randomness Extraction
  • 本地全文:下载
  • 作者:John M. Hitchcock ; Aduri Pavan ; N. V. Vinodchandran
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2009
  • 卷号:4
  • 页码:215-226
  • DOI:10.4230/LIPIcs.FSTTCS.2009.2320
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要:We clarify the role of Kolmogorov complexity in the area of randomness extraction. We show that a computable function is an almost randomness extractor if and only if it is a Kolmogorov complexity extractor, thus establishing a fundamental equivalence between two forms of extraction studied in the literature: Kolmogorov extraction and randomness extraction. We present a distribution ${\cal M}_k$ based on Kolmogorov complexity that is complete for randomness extraction in the sense that a computable function is an almost randomness extractor if and only if it extracts randomness from ${\cal M}_k$.
  • 关键词:Extractors; Kolmogorov extractors; randomness
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