SYSTEM AND METHOD FOR PRODUCTION SYSTEM OPERATIONS TIMING

Patent №

US 7,979,293

Granted

2011-07-12

Filed 2005

Owner

GM GLOBAL TECHNOLOGY OPERATIONS, INC.

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11238825

Disclosed is a system and method for managing operations of a system. The method includes partitioning the system into a plurality of subsystems. The method further includes, for each subsystem, creating an agent to associate with the subsystem, providing to the agent one or more goals for the subsystem, and providing to the agent an overall objective function for the system. The method also includes using an optimization algorithm involving the agents to manage system operation based on the goals and the overall objective function. The system includes an agent module for providing a set of agents associated with the subsystems, a throughput target module for providing a throughput target for each agent, an objective module for providing, for each agent, a common production throughput objective, and a sampled fictitious play module for providing instructions of a sampled fictitious play algorithm.

Machine learningKnowledge representationPlanningG05B 19/41865G06Q 10/06G06Q 10/063G06Q 10/06312G06Q 10/0633G06Q 10/0637G06Q 10/0639G05B 2219/33054+2 more

AI classification

Planning1.00
Knowledge representation0.99
Machine learning0.96
Evolutionary computation0.07
AI hardware0.05
Natural language0.00
Vision0.00
Speech0.00

Ownership

GM GLOBAL TECHNOLOGY OPERATIONS, INC.

assignment · 170850230

Assignors

REAUME, DANIEL J.

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

From the same owner

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