Download BookAlgorithms for Random Generation and Counting A Markov Chain Approach (Progress in Theoretical Computer Science)

[Read.nAD3] Algorithms for Random Generation and Counting A Markov Chain Approach (Progress in Theoretical Computer Science)

[Read.nAD3] Algorithms for Random Generation and Counting A Markov Chain Approach (Progress in Theoretical Computer Science)

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Book Details :
Published on: 1993-02-01
Released on: 1993-02-01
Original language:

This monograph is a slightly revised version of my PhD thesis [86], com­ pleted in the Department of Computer Science at the University of Edin­ burgh in June 1988, with an additional chapter summarising more recent developments. Some of the material has appeared in the form of papers [50,88]. The underlying theme of the monograph is the study of two classical problems: counting the elements of a finite set of combinatorial structures, and generating them uniformly at random. In their exact form, these prob­ lems appear to be intractable for many important structures, so interest has focused on finding efficient randomised algorithms that solve them ap­ proxim~ly, with a small probability of error. For most natural structures the two problems are intimately connected at this level of approximation, so it is natural to study them together. At the heart of the monograph is a single algorithmic paradigm: sim­ ulate a Markov chain whose states are combinatorial structures and which converges to a known probability distribution over them. This technique has applications not only in combinatorial counting and generation, but also in several other areas such as statistical physics and combinatorial optimi­ sation. The efficiency of the technique in any application depends crucially on the rate of convergence of the Markov chain. Algorithms for Random Generation and Counting: A Markov ... Algorithms for Random Generation and Counting: ... Algorithms for Random Generation and Counting: A Markov Chain Approach ... Progress in Theoretical Computer Science Algorithms For Random Generation And Counting A Markov ... Algorithms For Random Generation And Counting A Markov Chain Approach Progress In Theoretical Computer Science ... Counting A Markov Chain Approach Progress ... Algorithms For Random Generation And Counting A Markov ... Algorithms For Random Generation And Counting A Markov Chain Approach Progress In Theoretical Computer Science ... theoretical approach algorithms for random ... Algorithms For Random Generation And Counting: A Markov ... Approach (Progress In Theoretical Computer ... computer science in algorithms for random generation and ... and Counting: A Markov Chain Approach (Progress in ... Algorithms for Random Generation and Counting: A Markov ... Algorithms for Random Generation and Counting: A Markov Chain Approach. ... for Random Generation and Counting: A Markov ... Progress in Theoretical Computer Science Algorithms for Random Generation and Counting: A Markov ... Algorithms for Random Generation and Counting: ... (Progress in Theoretical Computer Science) ... Generation and Counting: A Markov Chain Approach (Progress in ... Algorithms for Random Generation and Counting: A Markov ... Algorithms for Random Generation and Counting: A Markov Chain Approach (Progress in Theoretical Computer Science) eBook: A. Sinclair: .au: Kindle Store Algorithms For Random Generation And Counting A Markov ... ... Random Generation And Counting A Markov Chain Approach Progress In Theoretical Computer Science PDF ALGORITHMS ... Computer Science PDF chain approach progress ... Algorithms for Random Generation and Counting: A Markov ... Buy Algorithms for Random Generation and Counting: A Markov Chain Approach (Progress in Theoretical Computer Science) ... (Progress in Theoretical Computer Science) ... Algorithms for Random Generation and Counting: A Markov ... Algorithms for Random Generation and Counting: A Markov Chain Approach (Progress in Theoretical Computer ... graduate students in theoretical computer science ...
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