FRAMEWORK FOR OPTIMIZED PACKING OF ITEMS INTO A CONTAINER

Patent №

US 8,554,702

Granted

2013-10-08

Filed 2011

Owner

ORACLE INTERNATIONAL CORPORATION

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13111120

One embodiment is directed to a method of optimally packing items into at least one resource. The method includes receiving at least one of items, resources, and parameters, and setting up a set partitioning mixed integer programming (MIP) using the received items, resources, and parameters. The method further includes solving liner programming (LP) relaxation of the MIP, generating new packings, and checking whether new packings have been generated. When no new packings have been generated, solving the final MIP and creating a model of at least one resource packed according to the final MIP.

Machine learningPlanningEvolutionary computationG06Q 10/083G06N 20/00G06Q 10/043G06Q 10/06

AI classification

Planning1.00
Machine learning0.95
Evolutionary computation0.87
AI hardware0.04
Vision0.04
Natural language0.01
Knowledge representation0.00
Speech0.00

Ownership

ORACLE INTERNATIONAL CORPORATION

assignment · 263080215

Assignors

ARUNAPURAM, SUNDAR

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

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