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Bilinear Modeling for Model Predictive Control of an Air Handling Unit
(2012)Technical ReportReport -
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htucker
(2012)The hierarchical Tucker format is a storage-efficient scheme to approximate and represent tensors of possibly high order. This paper presents a Matlab toolbox, along with the underlying methodology and algorithms, which provides a convenient way to work with this format. The toolbox not only allows for the efficient storage and manipulation of tensors but also offers a set of tools for the development of higher-level algorithms. Several ...Report -
Wolfowitz's theorem and consensus algorithms in Hadamard spaces
(2012)Research ReportWe provide a generalization ofWolfowitz’s theorem on the products of stochastic, indecomposable and aperiodic (SIA) matrices to metric spaces with nonpositive curvature. As a result we show convergence for a wide class of distributed consensus algorithms operating on these spaces.Report -
A Complexity-Based Review on Proximal Gradient Methods for Convex Composite Optimization
(2012)Technical ReportReport -
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