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Applied Mathematics

基于拟牛顿投影谱Wei–Yao–Liu方法

Quasi–Newton–based projected spectral Wei–Yao–Liu method

A numerical optimization algorithm combining Quasi–Newton methods with spectral projection techniques to solve constrained optimization problems. / 一种结合拟牛顿法与谱投影技术的数值优化算法,用于求解约束优化问题。

Knowledge type
工艺技术
First proposed or discovered
Proposer
Turkey Farm member
Creator
农场主
Last updated
2026-10-26 17:01:05
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Sub-knowledge points

Projected Wei–Yao–Liu methodSpectral Wei–Yao–Liu methodQuasi–Newton Wei–Yao–Liu method

Higher-order knowledge points

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Main parameters and performance indicators

Wei–Yao–Liu method: The core iterative frameworkQuasi–Newton update: Approximation of the Hessian matrixSpectral projection: Constraint handling mechanismSparse recovery: Primary application domainNonnegative matrix factorization: Secondary application domain

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Quasi–Newton–based projected spectral Wei–Yao–Liu method with applications to sparse recovery and nonnegative matrix factorizationOpen source

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automated knowledge publish农场主2026-10-26 17:01:05

Record title: Quasi–Newton–based projected spectral Wei–Yao–Liu method.