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Computational Complexity and Statistical Physics Book

Computational Complexity and Statistical Physics
Computational Complexity and Statistical Physics, 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 chal, Computational Complexity and Statistical Physics has a rating of 3 stars
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Computational Complexity and Statistical Physics, 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 chal, Computational Complexity and Statistical Physics
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  • Computational Complexity and Statistical Physics
  • Written by author Allon Percus
  • Published by Oxford University Press, USA, December 2004
  • 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 chal
  • 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 chal
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Book Categories

Authors

1Introduction : where statistical physics meets computation3
2Threshold phenomena and influence : perspectives from mathematics, computer science, and economics25
3Analyzing search algorithms with physical methods63
4Constraint satisfaction by survey propagation107
5The easiest hard problem : number partitioning125
6Ground states, energy landscape, and low-temperature dynamics of [plus or minus]J spin glasses141
7The satisfiability threshold conjecture : techniques behind upper bound improvements159
8Proving conditional randomness using the principle of deferred decisions179
9The phase transition in the random HornSAT problem195
10Phase transitions for quantum search algorithms223
11Scalability, random surfaces, and synchronized computing networks249
12Combinatorics of genotype-phenotype maps : an RNA case study271
13Towards a predictive computational complexity theory for periodically specified problems : a survey285


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Computational Complexity and Statistical Physics, 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 chal, Computational Complexity and Statistical Physics

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Computational Complexity and Statistical Physics, 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 chal, Computational Complexity and Statistical Physics

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