robust control
From The New Palgrave Dictionary of Economics, Second Edition, 2008
Edited by
Steven
N.
Durlauf
and
Lawrence
E.
Blume
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Abstract
Robust control is an approach for confronting model uncertainty in decision making, aiming at finding decision rules which perform well across a range of alternative models. This typically leads to a minimax approach, where the robust decision rule minimizes the worst-case outcome from the possible set. This article discusses the rationale for robust decisions, the background literature in control theory, and different approaches which have been used in economics, including the most prominent approach due to Hansen and Sargent.
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Keywords
ambiguity; ambiguity aversion; control theory; error modelling; Kalman filtering; Lagrange multipliers; linear quadratic control; max-min expected utility; minimax; model uncertainty; optimal control; perturbation; probability distribution; risk aversion; robust control; uncertainty aversion; unstructured uncertaintyBack to top
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How to cite this article
Williams, Noah. "robust control." The New Palgrave Dictionary of Economics. Second Edition. Eds. Steven N. Durlauf and Lawrence E. Blume. Palgrave Macmillan, 2008. The New Palgrave Dictionary of Economics Online. Palgrave Macmillan. 02 September 2010 <http://www.dictionaryofeconomics.com/article?id=pde2008_R000250> doi:10.1057/9780230226203.1451
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