Non-monotone projection gradient method for non-negative matrix factorization

DOI10.1007/s10589-010-9387-6zbMath1239.49011OpenAlexW2032532623MaRDI QIDQ429483

Xiuyun Zheng, Xiang-Li Li, Hong-Wei Liu

Publication date: 19 June 2012

Published in: Computational Optimization and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10589-010-9387-6

zbMATH Keywords

non-negative matrix factorizationnon-monotone techniqueprojection gradient

Mathematics Subject Classification ID

Variational inequalities (49J40) Newton-type methods (49M15) Optimality conditions for problems in abstract spaces (49K27)

Related Items (2)

Spectral residual methods with two new non-monotone line searches for large-scale nonlinear systems of equations ⋮ Iterative algorithm for the Q-weighted nonnegative matrix factorization

Cites Work

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• Document clustering using nonnegative matrix factorization
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• Alternate minimization gradient method
• Nonmonotone Spectral Projected Gradient Methods on Convex Sets
• A Nonmonotone Line Search Technique and Its Application to Unconstrained Optimization
• A Nonmonotone Line Search Technique for Newton’s Method
• An Assessment of Nonmonotone Linesearch Techniques for Unconstrained Optimization
• Learning the parts of objects by non-negative matrix factorization

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