# Haut PDF Algorithms and ordering Heuristics for distributed constraint satisfaction problems

### Algorithms and ordering Heuristics for distributed constraint satisfaction problems

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### Weight-based heuristics for constraint satisfaction and combinatorial optimization problems

**for**tree ...principles

**and**references are given in the next section on the scientific ...tree

**and**derive variables weighting

**for**

**ordering**...techniques

**for**...

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### Algorithms and Ordering Heuristics for Distributed Constraint Satisfaction Problems

161

### Using Constraint Satisfaction Techniques and Variational Methods for Probabilistic Reasoning

**and**variational EM can be viewed in terms of different types of free energy mini- mization ...E

**and**M steps of a variational EM procedure (Beal

**and**Ghahramani, 2003; Neal

**and**Hinton, ...

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### Strong consistencies for weighted constraint satisfaction problems

**and**AC6 are fine-grained ...these

**algorithms**is that the value-oriented propagation queue is expensive to ...Bessière

**and**Régin [ 2001 ] proposed a coarse-grain algorithm AC-2001 which keeps the ...

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### Forbidden patterns in constraint satisfaction problems

**problems**cannot be solved by any algorithm. It is the case

**for**instance of the Halting Problem (Turing, ...Other

**problems**can be solved by some algorithm, but the time required to do so would be ...

130

### An Extensive Evaluation of Portfolio Approaches for Constraint Satisfaction Problems

**and**the selection

**algorithms**used

**for**deciding the solver(s) to run on a given ...Solvers

**and**Features In order to build

**and**test a good portfolio approach it is fundamental to ...

8

### Harnessing tractability in constraint satisfaction problems

**and**SAT solvers,

**and**have attracted significant attention in the following years ...known,

**and**the computation of the ...information

**for**a

**constraint**solver, which can invoke a ...

138

### Tractability in constraint satisfaction problems: a survey

**constraint**graph in the form of a tree provides no more information than we would obtain by applying arc consistency to the original instance ...[93]

**and**the class of binary instances satisfying the ...

34

### Beating the Random Assignment on Constraint Satisfaction Problems of Bounded Degree

**algorithms**that we present in this work follow the same broad outline, while the details are different in each ...standing

**for**‘Fixed’

**and**G standing

**for**‘Greedy’ (in Section 4, these ...

15

### Tractability in Constraint Satisfaction Problems: A Survey

**and**the class of binary instances satisfying the broken-triangle property ...look

**for**tractable classes, but by analysis of the

**algorithms**they use it is sometimes possible to show that they ...

34

### Improvement and Integration of Counting-Based Search Heuristics in Constraint Programming

**and**Constraints It would be strange to say that our improvements of counting

**algorithms**in Section 3 have ...better

**algorithms**in both theory

**and**practice; they have better asymptotic ...

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### Binarisation for valued constraint satisfaction problems

**constraint**languages are the submodular languages [ 45 ...the

**algorithms**that have been proposed to achieve this in the general case are rather intricate

**and**difficult to implement [ 27 , 44 ...

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### Binarisation for valued constraint satisfaction problems

**constraint**languages are the submodular languages [ 45 ...the

**algorithms**that have been proposed to achieve this in the general case are rather intricate

**and**difficult to implement [ 27 , 44 ...

26

### Global Inverse Consistency for Interactive Constraint Satisfaction

**problems**that arise in applications that require the interactive resolution of a

**constraint**problem by a human ...consistency,

**and**other related

**problems**are all ...several ...

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### A study of constraint programming heuristics for the car-sequencing problem

**and**

**Constraint**Programming (CP) com- munities, either as a decision problem or as an optimization ...problem

**and**we propose a systematic way to classify

**heuristics**

**for**solving ...

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### Portfolio Approaches for Constraint Optimization Problems

**satisfaction**

**problems**are considered, the definition

**and**the evaluation of a portfolio solver is ...run

**for**a given time on a given instance can be either ’solved’ ...Building

**and**...

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### An approach to solving constraint satisfaction problems using asynchronous teams of autonomous agents

147

### Pattern-based constraint satisfaction and logic puzzles

**and**theories related to the resolution methods (which we consider from now on as being based on the progressive elimination of ...Theory”

**for**the first type

**and**“CSP Resolution Theory” ...

487

### Algebraic Algorithms for Matching and Matroid Problems

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