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UAI
2004
13 years 11 months ago
Solving Factored MDPs with Continuous and Discrete Variables
Although many real-world stochastic planning problems are more naturally formulated by hybrid models with both discrete and continuous variables, current state-of-the-art methods ...
Carlos Guestrin, Milos Hauskrecht, Branislav Kveto...
ISMVL
2007
IEEE
100views Hardware» more  ISMVL 2007»
14 years 4 months ago
A Complete Resolution Calculus for Signed Max-SAT
We define a resolution-style rule for solving the Max-SAT problem of Signed CNF formulas (Signed Max-SAT) and prove that our rule provides a complete calculus for that problem. F...
Carlos Ansótegui, Maria Luisa Bonet, Jordi ...
IJCAI
2003
13 years 11 months ago
In the quest of the best form of local consistency for Weighted CSP
The weighted CSP (WCSP) framework is a soft constraint framework with a wide range of applications. In this paper, we consider the problem of maintaining local consistency during ...
Javier Larrosa, Thomas Schiex
CP
2009
Springer
14 years 10 months ago
Exploiting Problem Structure for Solution Counting
This paper deals with the challenging problem of counting the number of solutions of a CSP, denoted #CSP. Recent progress have been made using search methods, such as BTD [15], whi...
Aurélie Favier, Philippe Jégou, Simo...
CP
1998
Springer
14 years 2 months ago
Modelling CSP Solution Algorithms with Petri Decision Nets
The constraint paradigm provides powerful concepts to represent and solve different kinds of planning problems, e. g. factory scheduling. Factory scheduling is a demanding optimiz...
Stephan Pontow