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On the order of the operators in the Douglas-Rachford algorithm

The Douglas-Rachford algorithm is a popular method for finding zeros of sums of monotone operators. By its definition, the Douglas-Rachford operator is not symmetric with respect to the order of the two operators. In this paper we provide a systematic study of the two possible Douglas-Rachford operators. We show that the reflectors of the underlying operators act as bijections between the fixed points sets of the two Douglas-Rachford operators. Some elegant formulae arise under additional assumptions. Various examples illustrate our results.

preprint2015arXivOpen access
Heinz H. BauschkeWalaa M. Moursi
math.OCmath.NA
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Heinz H. BauschkeWalaa M. Moursi

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