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» A Landscape Analysis of Constraint Satisfaction Problems
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CORR
2007
Springer
81views Education» more  CORR 2007»
13 years 5 months ago
A Landscape Analysis of Constraint Satisfaction Problems
Florent Krzakala, Jorge Kurchan
CORR
2007
Springer
120views Education» more  CORR 2007»
13 years 5 months ago
Random subcubes as a toy model for constraint satisfaction problems
We present an exactly solvable random-subcube model inspired by the structure of hard constraint satisfaction and optimization problems. Our model reproduces the structure of the s...
Thierry Mora, Lenka Zdeborová
CORR
2006
Springer
125views Education» more  CORR 2006»
13 years 5 months ago
Barriers and local minima in energy landscapes of stochastic local search
: A local search algorithm operating on an instance of a Boolean constraint satisfaction problem (in particular, k-SAT) can be viewed as a stochastic process traversing successive ...
Petteri Kaski
CORR
2010
Springer
156views Education» more  CORR 2010»
13 years 5 months ago
The Exact Closest String Problem as a Constraint Satisfaction Problem
We report (to our knowledge) the first evaluation of Constraint Satisfaction as a computational framework for solving closest string problems. We show that careful consideration o...
Tom Kelsey, Lars Kotthoff
AAAI
1996
13 years 6 months ago
A Complexity Analysis of Space-Bounded Learning Algorithms for the Constraint Satisfaction Problem
Learning during backtrack search is a space-intensive process that records information (such as additional constraints) in order to avoid redundant work. In this paper, we analyze...
Roberto J. Bayardo Jr., Daniel P. Miranker