Incremental data compression for PDE-constrained optimization with a data assimilation application

Xuejian Li, John R. Singler, Xiaoming He

We propose and analyze an inexact gradient method based on incremental proper orthogonal decomposition (iPOD) to address the data storage difficulty in time-dependent PDE-constrain…