DETERMINING SIMULATION FIDELITY IN A SELF-OPTIMIZED SIMULATION OF A COMPLEX SYSTEM

Patent №

US 8,468,005

Granted

2013-06-18

Filed 2010

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12854945

Mechanisms are provided for controlling a fidelity of a simulation of a computer system. A model of the system is received that has a plurality of components. A representation of the plurality of individual components of the system is generated. A component is assigned to be a fidelity center having a highest possible associated fidelity value. Fidelity values are assigned to each other component in the plurality of individual components based on an affinity of the other component to the fidelity center. The system is simulated based on assigned fidelity values to the components in the plurality of individual components.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG06F 30/20G06F 8/314G06F 9/455G06F 11/3684G06F 30/00G06F 2111/02H04L 67/30H04W 8/04

AI classification

AI hardware0.99
Knowledge representation0.97
Evolutionary computation0.94
Machine learning0.77
Planning0.64
Natural language0.01
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 248290521

Assignors

AARTS, THOMAS W., HAYS, CHED D., HOLLINGER, MICHAEL C., MA, JASON S., ORTIZ, JOSE L., RAGHUSWAMYREDDY, GUNDAM

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

From the same owner

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