Multigrid techniques in economics

Multigrid techniques in economics

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Article ID: iaor20105604
Volume: 58
Issue: 4-Part-2
Start Page Number: 1057
End Page Number: 1078
Publication Date: Jul 2010
Journal: Operations Research
Authors:
Keywords: programming: dynamic
Abstract:

I present a self-contained introduction to multigrid methods with an emphasis on techniques relevant to dynamic programming and related problems. A probabilistic interpretation of the numerical principles is highlighted. Multigrid solvers are shown to be naturally matched to the challenges posed by intractable structural dynamic models routinely encountered in applied economics. I argue that multigrid techniques have potential to substantially extend the scale and complexity of models under consideration. Multigrid also provides a unified computational framework to extend model solvers to perform sensitivity analysis, calibration, estimation, and counterfactual policy experiments.

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