Real spectral-radius eigenvalue conjecture for ALS on canonical tensor decomposition

Let qq be the ALS fixed-point map for canonical tensor decomposition, and let xx^* be a fixed point. Write qq' for the Jacobian evaluated at xx^*, and let ρq\rho_{q'} denote its spectral radius after excluding the eigenvalues equal to 11 caused by Hessian degeneracy at xx^*. Real spectral-radius eigenvalue conjecture. There exists a real eigenvalue μ\mu of qq' such that

ρq=μ.\rho_{q'}=\mu.

This conjecture is motivated by numerical tests for ALS on canonical tensor decomposition; the cited work indicates that the relevant spectral-radius condition is known for ALS, while its general validity in this setting remains a topic for further research.

Sources & referencesView supporting material

Primary source

Hans De Sterck and Yunhui He, “On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES”, arXiv:2007.01996 (2020).

Progress summary

Never refreshed

Nothing recorded yet. Refresh searches the literature and the public web for attempts on this problem, and writes the first summary here.

Solutions 0

No solutions have been posted yet.