Articles with "submodular optimization" as a keyword



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Sensor Array Design Through Submodular Optimization

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Published in 2019 at "IEEE Transactions on Information Theory"

DOI: 10.1109/tit.2018.2873795

Abstract: We consider the problem of far-field sensing by means of a sensor array. Traditional array geometry design techniques are agnostic to prior information about the far-field scene. However, in many applications such priors are available… read more here.

Keywords: array; array design; geometry; submodular optimization ... See more keywords
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Scenario Reduction With Submodular Optimization

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Published in 2017 at "IEEE Transactions on Power Systems"

DOI: 10.1109/tpwrs.2016.2603448

Abstract: Stochastic programming methods have been proven to deal effectively with the uncertainty and variability of renewable generation resources. However, the quality of the solution that they provide (as measured by cost and reliability metrics) depends… read more here.

Keywords: submodular optimization; scenario; reduction submodular; scenario reduction ... See more keywords