Sharp Estimation of Convergence Rate for Self-Consistent Field Iteration to Solve Eigenvector-Dependent Nonlinear Eigenvalue Problems.
Zhaojun BaiRen-Cang LiDing LuPublished in: SIAM J. Matrix Anal. Appl. (2022)
Keyphrases
- convergence rate
- eigenvalue problems
- step size
- line search
- learning rate
- convergence speed
- primal dual
- global convergence
- linear combination
- wavelet neural network
- gradient method
- number of iterations required
- principal component analysis
- objective function
- numerical stability
- mathematical programming
- faster convergence rate
- particle swarm optimization algorithm
- spectral clustering
- optimization problems
- least squares
- support vector