Ten Lectures on the Probabilistic Method

Joel Spencer

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Language: English

Published by Society for Industrial and Applied Mathematics,U.S., US, 1994

0898713250 / 9780898713251

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This update of the 1987 title of the same name is an examination of what is currently known about the probabilistic method, written by one of its principal developers. Based on the notes from Spencer's 1986 series of ten lectures, this new edition contains an additional lecture: The Janson Inequalities. These inequalities allow accurate approximation of extremely small probabilities. A new algorithmic approach to the Lovász Local Lemma, attributed to Jozsef Beck, has been added to Lecture 8, as well.Throughout the monograph, Spencer retains the informal style of his original lecture notes and emphasizes the methodology, shunning the more technical ""best possible"" results in favour of clearer exposition. The book is not encyclopaedic - it contains only those examples that clearly display the methodology.The probabilistic method is a powerful tool in graph theory, combinatorics, and theoretical computer science. It allows one to prove the existence of objects with certain properties (e.g., colourings) by showing that an appropriately defined random object has positive probability of having those properties.Spencer retains the informal style of his original lecture notes and emphasizes the methodology, shunning the more technical ""best possible"" results in favor of clearer exposition. Topics include: A description via examples of the basic Probabilistic Method and its refinements; Random Graphs; The Lovasz Local Lemma and its recent algorithmic implementations; Discrepancy; Derandomization; Large Deviation Estimates; Martingales; and the recent Janson Inequalities.…

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Title
Ten Lectures on the Probabilistic Method
Author
Joel Spencer
Publisher
Society for Industrial and Applied Mathematics,U.S., US
Publication year
1994
Condition
New
Binding
Paperback
Language
English
ISBN 10
0898713250
ISBN 13
9780898713251
Edition
Second Edition.
Item weight
176 grams
Dimensions
17.78 x 0.64 x 25.4 cm

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