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Constraint learning

In constraint satisfaction backtracking algorithms, constraint learning is a technique for improving efficiency. It works by recording new constraints whenever an inconsistency is found. This new constraint may reduce the search space, as future partial evaluations may be found inconsistent without further search. Clause learning is the name of this…

Art, Definition & Graph-based learning

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Definition

Recursively
1 related topics

Graph-based learning

Graph-based backjumping
1 related topics

Jumpback learning

Conflict-based backjumping
1 related topics

Overview

Constraint satisfactionBacktrackingAlgorithmsSearch spacePropositional satisfiability
5 related topics

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Overview

Definition

Graph-based learning

Jumpback learning

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Constraint learning

Nodes13
Edges12
Triples14
Avg. degree1.85
Density0.153846
Components1

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Constraint learning

Top relations

related to Definition · 5
Constraint learning → Backtracking, However, If, This, Whenever
related to Efficiency of constraint learning · 5
Constraint learning → Indeed, On, Size, Small, The
related to Constraint maintenance · 3
Constraint learning → Constraint, In, These
is a · 1
Constraint learning → technique for improving efficiency

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Important terminology

constraint partial inconsistent learning constraints evaluation may search new backtracking found solution algorithm variables current assignment graph-based jumpback efficiency algorithms

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Constraint learningis atechnique for improving efficiency0.90text
Constraint learningrelated to Constraint maintenanceConstraint0.60section
Constraint learningrelated to Constraint maintenanceIn0.60section
Constraint learningrelated to Constraint maintenanceThese0.60section
Constraint learningrelated to DefinitionBacktracking0.60section
Constraint learningrelated to DefinitionWhenever0.60section
Constraint learningrelated to DefinitionThis0.60section
Constraint learningrelated to DefinitionIf0.60section
Constraint learningrelated to DefinitionHowever0.60section
Constraint learningrelated to Efficiency of constraint learningThe0.60section
Constraint learningrelated to Efficiency of constraint learningOn0.60section
Constraint learningrelated to Efficiency of constraint learningSmall0.60section

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    Min side: 3
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