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Computational Complexity and Statistical Physics (Santa Fe Institute Studies on the Sciences of Complexity) [Print Replica] [Kindle Edition]

Allon Percus , Gabriel Istrate , Cristopher Moore

Kindle-Preis: EUR 35,00 Inkl. MwSt. und kostenloser drahtloser Lieferung über Amazon Whispernet

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Kindle Edition EUR 35,00  
Gebundene Ausgabe EUR 151,91  
Taschenbuch EUR 50,00  

Produktbeschreibungen

Pressestimmen

"This volume provides a comprehensive overview of an exciting new research area at the interface between statistical physics and computer science. It is an excellent exposition, featuring state-of-the-art contributions by renowned researchers in the field. The book will serve as a useful reference for years to come." Bart Selman, Cornell University



"This volume provides a comprehensive overview of an exciting new research area at the interface between statistical physics and computer science. It is an excellent exposition, featuring state-of-the-art contributions by renowned researchers in the field. The book will serve as a useful reference for years to come." Bart Selman, Cornell University


Kurzbeschreibung

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.

Produktinformation

  • Format: Kindle Edition
  • Dateigröße: 22014 KB
  • Seitenzahl der Print-Ausgabe: 384 Seiten
  • Verlag: Oxford University Press; Auflage: 1 (23. Februar 2006)
  • Verkauf durch: Amazon Media EU S.à r.l.
  • Sprache: Englisch
  • ASIN: B00BMB5B3W
  • Text-to-Speech (Vorlesemodus): Nicht aktiviert
  • X-Ray:
  • Word Wise: Nicht aktiviert
  • Verbesserter Schriftsatz: Nicht aktiviert

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Die hilfreichsten Kundenrezensionen auf Amazon.com (beta)
Amazon.com: 4.0 von 5 Sternen  1 Rezension
1 von 1 Kunden fanden die folgende Rezension hilfreich
4.0 von 5 Sternen Best book I know for this topic 12. Dezember 2008
Von Netzwerkerin - Veröffentlicht auf Amazon.com
Format:Taschenbuch
This book is one of the few that tries to bring computer science and physics together and manages to tell us computer scientists about the physicists' ideas in an understandable way. There are many more books and articles that explain CS to physicists but to my knowledge this is the only one that goes the other way. Not everything is very easy to understand for someone not trained in physics but much better than in any other source I tried so far. The editors wrote a very nice introduction and really made every effort to present an interdisciplinary book, highly understandable for both communities. Since there is still some room for improvement for explaining the physics' concepts to computer scientists (but only in a monography, for such a collection the job was done in an awesome way) I give only four stars while stating clearly that it is the best book on the topic that is on the market so far.
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