RESOURCE MANAGEMENT USING CONSTRAINT PROGRAMMING WITH EFFICIENT ORDERING OF VARIABLES

Patent №

US 8,386,287

Granted

2013-02-26

Filed 2012

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13455140

A method for resource management includes associating respective variables with resource consumers, and identifying resources as values applicable to the variables. A group of the variables are identified as preferred variables. An assignment of the values to the variables that satisfies constraints applying to the allocation of the resources is found by repeatedly performing the steps of choosing a variable from the group, instantiating the chosen variable with a value, removing the chosen variable from the group, and pruning the domains of the other variables by propagation of the constraints. The resources are assigned to the resource consumers responsively to the assignment of the values to the variables.

AI classification

Planning1.00
Evolutionary computation1.00
Knowledge representation0.95
Machine learning0.92
AI hardware0.05
Vision0.01
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 281000932

Assignors

NAVEH, YEHUDA, RICHTER, YOSSI

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

From the same owner

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