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» Preference-Based Problem Solving for Constraint Programming
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CORR
2012
Springer
185views Education» more  CORR 2012»
12 years 3 months ago
Bayesian network learning with cutting planes
The problem of learning the structure of Bayesian networks from complete discrete data with a limit on parent set size is considered. Learning is cast explicitly as an optimisatio...
James Cussens
ECAI
2004
Springer
14 years 1 months ago
Symmetry Breaking as a Prelude to Implied Constraints: A Constraint Modelling Pattern
Finite-domain constraint programming can be used to solve a wide range of problems by first modelling the problem as a set of constraints that characterise the problem’s solutio...
Alan M. Frisch, Christopher Jefferson, Ian Miguel
CPAIOR
2010
Springer
14 years 12 days ago
Single-Facility Scheduling over Long Time Horizons by Logic-Based Benders Decomposition
Abstract. Logic-based Benders decomposition can combine mixed integer programming and constraint programming to solve planning and scheduling problems much faster than either metho...
Elvin Coban, John N. Hooker
INFORMS
2008
55views more  INFORMS 2008»
13 years 7 months ago
Mathematical Programming Algorithms for Two-Path Routing Problems with Reliability Considerations
Most traditional routing problems assume perfect operability of all arcs and nodes. However, when independent arc failure probabilities exist, a secondary objective must be presen...
April K. Andreas, J. Cole Smith
SIAMJO
2008
100views more  SIAMJO 2008»
13 years 7 months ago
On the Global Solution of Linear Programs with Linear Complementarity Constraints
This paper presents a parameter-free integer-programming based algorithm for the global resolution of a linear program with linear complementarity constraints (LPCC). The cornersto...
Jing Hu, John E. Mitchell, Jong-Shi Pang, Kristin ...