SCADOPT: An Open-Source HPC Framework for Solving PDE Constrained Optimization Problems Using AD

Abstract

This paper describes SCADOPT, a highly-scalable open-source HPC framework written in C++ for solving PDE constrained optimization problems. The framework is designed to handle explicit time-stepping methods over structured grids for the approximation of time-dependent PDEs. It provides an interface to gradient-based optimization algorithms like L-BFGS-B… (More)
DOI: 10.1109/HPCC.2014.15

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