Riemannian Newton optimization methods for the symmetric tensor approximation problem
Sign Up to like & getrecommendations! Published in 2021 at "Linear Algebra and its Applications"
DOI: 10.1016/j.laa.2021.12.008
Abstract: The Symmetric Tensor Approximation problem (STA) consists of approximating a symmetric tensor or a homogeneous polynomial by a linear combination of symmetric rank-1 tensors or powers of linear forms of low symmetric rank. We present… read more here.
Keywords: newton; tensor; symmetric tensor; approximation problem ... See more keywords
Distribution Network Capacitor Planning as a Lattice Approximation Problem
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Power Systems"
DOI: 10.1109/tpwrs.2025.3598045
Abstract: This paper outlines a scalable solution for the capacitor planning problem suitable for large-scale distribution networks. The capacitor planning problem is non-deterministic polynomial (NP) hard, implying that the global solution via mixed-integer optimization is typically… read more here.
Keywords: lattice approximation; problem; distribution; solution ... See more keywords