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Probabilistic Methods for Algorithmic Discrete Mathematics by Michel Habib

Probabilistic Methods for Algorithmic Discrete Mathematics

by Michel Habib
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Book cover type: Hardcover
  • ISBN13: 9783540646228
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 325
  • Original Price: EUR 99.99
  • Language: English
  • Edition: 1998
  • Item Weight: 663 grams
  • BISAC Subject(s): Discrete Mathematics, Combinatorics, and Computer Science

From the Back Cover
The book gives an accessible account of modern pro- babilistic methods for analyzing combinatorial structures and algorithms. Each topic is approached in a didactic manner but the most recent developments are linked to the basic ma- terial. Extensive lists of references and a detailed index will make this a useful guide for graduate students and researchers. Special features included:
- a simple treatment of Talagrand inequalities and their applications
- an overview and many carefully worked out examples of the probabilistic analysis of combinatorial algorithms
- a discussion of the "exact simulation" algorithm (in the context of Markov Chain Monte Carlo Methods)
- a general method for finding asymptotically optimal or near optimal graph colouring, showing how the probabilistic method may be fine-tuned to explit the structure of the underlying graph
- a succinct treatment of randomized algorithms and derandomization techniques

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