Computational Complexity and Statistical Physics

Released on by Allon Percus
preview-18

  • Computational Complexity and Statistical Physics Book Detail

  • Author : Allon Percus
  • Release Date : 2006-02-23
  • Publisher : OUP USA
  • Genre : Computers
  • Pages : 386
  • ISBN 13 : 9780195177381
  • File Size : 4,4 MB
DOWNLOAD BOOK

Computational Complexity and Statistical Physics by Allon Percus PDF Summary

Book Description: Computer science and physics have been closely linked since the birth of modern computing. In recent years, an interdisciplinary area has blossomed at the junction of these fields, connecting insights from statistical physics with basic computational challenges. Researchers have successfully applied techniques from the study of phase transitions to analyze NP-complete problems such as satisfiability and graph coloring. This is leading to a new understanding of the structure of these problems, and of how algorithms perform on them. Computational Complexity and Statistical Physics will serve as a standard reference and pedagogical aid to statistical physics methods in computer science, with a particular focus on phase transitions in combinatorial problems. Addressed to a broad range of readers, the book includes substantial background material along with current research by leading computer scientists, mathematicians, and physicists. It will prepare students and researchers from all of these fields to contribute to this exciting area.

Disclaimer: www.yourbookbest.com does not own Computational Complexity and Statistical Physics books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Statistical Mechanics

Statistical Mechanics

File Size : 36,36 MB
Total View : 1883 Views
DOWNLOAD

In each generation, scientists must redefine their fields: abstracting, simplifying and distilling the previous standard topics to make room for new advances an