DYNAMIC BACKJUMPING IN CONSTRAINT SATISFACTION PROBLEM SOLVING

Patent №

US 8,965,826

Granted

2015-02-24

Filed 2010

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12781497

A method of performing constraint satisfaction problem (CSP) solving. The method comprises evaluating the nodes of a CSP tree for a TRUE or FALSE state according to a script, wherein the tree models a CSP problem and the script associates rules and corresponding actions with each tree node. During a step of evaluating a specific node, there is dynamically computed a backjump pointer according to a specific rule associated with the specific node, wherein the value of the computed backjump pointer identifies an ancestor node of the tree. Upon a failure to evaluate the node to a TRUE state, the evaluation is restarted at the ancestor node identified by the backjump pointer.

AI classification

Knowledge representation1.00
Planning1.00
Evolutionary computation0.62
AI hardware0.42
Machine learning0.04
Natural language0.02
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 243990048

Assignors

VASUDEVAN, CHERANELLORE

On an employer assignment, the assignors are typically the inventors.

From the same owner

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