Randomized Algorithms Approximation Generation And Counting PDF Download
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Author | : Russ Bubley |
Publisher | : Springer Science & Business Media |
Total Pages | : 167 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 1447106954 |
Download Randomized Algorithms: Approximation, Generation, and Counting Book in PDF, ePub and Kindle
Randomized Algorithms discusses two problems of fine pedigree: counting and generation, both of which are of fundamental importance to discrete mathematics and probability. When asking questions like "How many are there?" and "What does it look like on average?" of families of combinatorial structures, answers are often difficult to find -- we can be blocked by seemingly intractable algorithms. Randomized Algorithms shows how to get around the problem of intractability with the Markov chain Monte Carlo method, as well as highlighting the method's natural limits. It uses the technique of coupling before introducing "path coupling" a new technique which radically simplifies and improves upon previous methods in the area.
Author | : Russ Howard Bubley |
Publisher | : |
Total Pages | : 156 |
Release | : 1998 |
Genre | : |
ISBN | : |
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Author | : A. Sinclair |
Publisher | : Springer Science & Business Media |
Total Pages | : 156 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 1461203236 |
Download Algorithms for Random Generation and Counting: A Markov Chain Approach Book in PDF, ePub and Kindle
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.
Author | : Alistair Sinclair |
Publisher | : |
Total Pages | : 146 |
Release | : 1993 |
Genre | : Algorithms |
ISBN | : 9783764336585 |
Download Algorithms for Random Generation and Counting Book in PDF, ePub and Kindle
Author | : Source Wikipedia |
Publisher | : University-Press.org |
Total Pages | : 78 |
Release | : 2013-09 |
Genre | : |
ISBN | : 9781230847405 |
Download Randomized Algorithms Book in PDF, ePub and Kindle
Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. Pages: 48. Chapters: Approximate counting algorithm, Expected linear time MST algorithm, Las Vegas algorithm, List update problem, Monte Carlo algorithm, Property testing, Randomized algorithm, Rene-Louis Baron.
Author | : Michael Drmota |
Publisher | : Birkhäuser |
Total Pages | : 542 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 3034879156 |
Download Mathematics and Computer Science III Book in PDF, ePub and Kindle
Mathematics and Computer Science III contains invited and contributed papers on combinatorics, random graphs and networks, algorithms analysis and trees, branching processes, constituting the Proceedings of the Third International Colloquium on Mathematics and Computer Science, held in Vienna in September 2004. It addresses a large public in applied mathematics, discrete mathematics and computer science, including researchers, teachers, graduate students and engineers.
Author | : Maciej Liskiewicz |
Publisher | : Springer Science & Business Media |
Total Pages | : 590 |
Release | : 2005-08-04 |
Genre | : Computers |
ISBN | : 3540281932 |
Download Fundamentals of Computation Theory Book in PDF, ePub and Kindle
This book constitutes the refereed proceedings of the 15th International Symposium Fundamentals of Computation Theory, FCT 2005, held in Lübeck, Germany in August 2005. The 46 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 105 submissions. The papers are organized in topical sections on circuits, automata, complexity, approximability, computational and structural complexity, graphs and complexity, computational game theory, visual cryptography and computational geometry, query complexity, distributed systems, automata and formal languages, semantics, approximation algorithms, average case complexity, algorithms, graph algorithms, and pattern matching.
Author | : J. D. Lamb |
Publisher | : Cambridge University Press |
Total Pages | : 312 |
Release | : 1999-07 |
Genre | : Mathematics |
ISBN | : 9780521653763 |
Download Surveys in Combinatorics, 1999 Book in PDF, ePub and Kindle
This volume, first published in 1999, is a valuable resource on combinatorics for graduate students and researchers.
Author | : Pawel Pralat |
Publisher | : Springer |
Total Pages | : 157 |
Release | : 2007-12-15 |
Genre | : Computers |
ISBN | : 3540772944 |
Download Combinatorial and Algorithmic Aspects of Networking Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the 4th Workshop on Combinatorial and Algorithmic Aspects of Networking, CAAN 2007, held in Halifax, Canada, in August 2007, co-located with the 10th Workshop on Algorithms and Data Structures, WADS 2007. The main focus is on strategies for searching in networks, and for cleaning networks of unwanted intruders, on different routing strategies, and on scheduling and load balancing.
Author | : Karina Mariela Figueroa Mora |
Publisher | : Springer Nature |
Total Pages | : 348 |
Release | : 2020-06-17 |
Genre | : Computers |
ISBN | : 3030490769 |
Download Pattern Recognition Book in PDF, ePub and Kindle
This book constitutes the proceedings of the 12th Mexican Conference on Pattern Recognition, MCPR 2020, which was due to be held in Morelia, Mexico, in June 2020. The conference was held virtually due to the COVID-19 pandemic. The 31 papers presented in this volume were carefully reviewed and selected from 67 submissions. They were organized in the following topical sections: pattern recognition techniques; image processing and analysis; computer vision; industrial and medical applications of pattern recognition; natural language processing and recognition; artificial intelligence techniques and recognition.