META-LEARNING OPERATION RESEARCH OPTIMIZATION

The present disclosure generally relates to systems and methods for operation research optimization. The systems and methods include receiving, at a data processing system, a payload including a request for optimizing a service and processing the payload using a meta learning classifier. The process...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Balasubramanian, Hariharan, Rezaeian, Amir Hossein
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:The present disclosure generally relates to systems and methods for operation research optimization. The systems and methods include receiving, at a data processing system, a payload including a request for optimizing a service and processing the payload using a meta learning classifier. The processing includes extracting a problem and use case characteristics from the payload, predicting at least one machine learning model capable of solving the problem having the use case characteristics, and executing the at least one machine learning model to solve the problem. The systems and methods also include outputting a solution to the problem for optimizing the service from the at least one machine learning model, and providing the solution to a computing device.