Apparatuses, computer-implemented methods, and computer program products for improved multi-modal optimization for particular control schemes

Abstract

Embodiments generate improved optimizations of processing unit(s) associated with a particular dynamic control scheme (e.g., an MPC architecture). Embodiments perform the improved optimizations based on default assumptions associated with the scheme, for example status operation of a particular mode. Some embodiments generate default operating condition data associated with a particular timestamp interval, the default operating condition data at a first value representing a default assumption based on a first operational mode, identify first operating condition data associated with the first operational mode, representing the first value at particular subinterval(s) of the particular timestamp interval, generating intermediary operating condition data by removing the first operating condition data from the default operating condition data, generating adjusted operating condition data by including second operating condition data associated with a second subinterval of the subinterval of the particular timestamp interval, and optimizing based at least in part on the adjusted operating condition data.