A Gradient Projection Algorithm with a New Stepsize for Nonnegative Sparsity-Constrained Optimization
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DOI: 10.1155/2020/6489190
Abstract: Nonnegative sparsity-constrained optimization problem arises in many fields, such as the linear compressing sensing problem and the regularized logistic regression cost function. In this paper, we introduce a new stepsize rule and establish a gradient… read more here.
Keywords: projection algorithm; nonnegative sparsity; new stepsize; gradient projection ... See more keywords