Computational Complexity of Counting and Sampling (Discrete Mathematics and Its Applications) - Hardcover

Book 51 of 67: Discrete Mathematics and Its Applications

Miklos, Istvan

 
9781138070837: Computational Complexity of Counting and Sampling (Discrete Mathematics and Its Applications)
Hardcover
ISBN 10: 1138070831 ISBN 13: 9781138070837
Publisher: Chapman and Hall/CRC, 2019

Synopsis

Computational Complexity of Counting and Sampling provides readers with comprehensive and detailed coverage of the subject of computational complexity. It is primarily geared toward researchers in enumerative combinatorics, discrete mathematics, and theoretical computer science.

The book covers the following topics: Counting and sampling problems that are solvable in polynomial running time, including holographic algorithms; #P-complete counting problems; and approximation algorithms for counting and sampling.

First, it opens with the basics, such as the theoretical computer science background and dynamic programming algorithms. Later, the book expands its scope to focus on advanced topics, like stochastic approximations of counting discrete mathematical objects and holographic algorithms. After finishing the book, readers will agree that the subject is well covered, as the book starts with the basics and gradually explores the more complex aspects of the topic.

Features:

  • Each chapter includes exercises and solutions

  • Ideally written for researchers and scientists

  • Covers all aspects of the topic, beginning with a solid introduction, before shifting to computational complexity’s more advanced features, with a focus on counting and sampling

"synopsis" may belong to another edition of this title.

About the Author

István Miklós is a Hungarian mathematician and bioinformatician at the Rényi Institute in Budapest. He holds a Ph.D. from Eotvos University in Budapest. His research interests lie in theoretical and applied computer science and combinatorics, particularly in the study of Markov chain, Monte Carlo methods and in sampling and counting combinatorial objects appearing in applied mathematics. He has more than 50 peer-reviewed scientific papers.

"About this title" may belong to another edition of this title.

Publisher
Chapman and Hall/CRC
Publication date
2019
Language
English
ISBN 10 
1138070831
ISBN 13 
9781138070837
Binding
Hardcover
Edition number
1
Number of pages
408

Other Popular Editions of the Same Title

9781138035577: Computational Complexity of Counting and Sampling (Discrete Mathematics and Its Applications)

Featured Edition

ISBN 10:  1138035572 ISBN 13:  9781138035577
Publisher: Routledge, 2019
Softcover