METHOD AND SYSTEM FOR PROVIDING OPTIMIZATION IN DATA-DRIVEN ENVIRONMENTS

摘要

An approach is provided for providing optimization in data-driven environments. An optimization platform may receive one or more database queries expressing a computation objective. The optimization platform may also determine a database model based, at least in part, on the computation objective. The optimization platform may also annotate the database model with one or more variable attributes, one or more constraints, or a combination thereof. The optimization platform may also convert the database model into one or more mathematical models based, at least in part, on the one or more variable attributes, the one or more constraints, or a combination thereof. The optimization platform may further determine one or more solutions based, at least in part, on the one or more mathematical models

主权项

1. A method comprising:
receiving one or more database queries expressing a computation objective; determining a database model based, at least in part, on the computation objective; annotating the database model with one or more variable attributes, one or more constraints, or a combination thereof; converting the database model into one or more mathematical models based, at least in part, on the one or more variable attributes, the one or more constraints, or a combination thereof; and determining one or more solutions based, at least in part, on the one or more mathematical models.