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Huang, Wen; Absil, P.-A.; Gallivan, Kyle A.; Hand, Paul

ROPTLIB: An object-oriented C++ library for optimization on Riemannian manifolds. (English) Zbl 1484.65142

ACM Trans. Math. Softw. 44, No. 4, Article No. 43, 21 p. (2018).

Cited in 20 Documents

MSC:

65Kxx Numerical methods for mathematical programming, optimization and variational techniques
65Y15 Packaged methods for numerical algorithms
90-04 Software, source code, etc. for problems pertaining to operations research and mathematical programming
90C26 Nonconvex programming, global optimization

Keywords:

Julia interface; Matlab interface; Riemannian optimization; low-rank matrices; non-convex optimization; orthogonal constraints; symmetric positive definite matrices

Software:

GrassmannOptim; Decision tree for optimization software; LORM; ManifoldOptim; ROPTLIB; Pymanopt; Matlab; OPT++
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