Optimal Convergence Rate of Self-Consistent Field Iteration for Solving Eigenvector-dependent Nonlinear Eigenvalue Problems.
Zhaojun BaiRen-Cang LiDing LuPublished in: CoRR (2020)
Keyphrases
- convergence rate
- eigenvalue problems
- convergence speed
- line search
- step size
- simplex method
- learning rate
- lp norm
- global convergence
- gauss seidel method
- number of iterations required
- primal dual
- faster convergence rate
- convergence analysis
- polynomial equations
- optimal solution
- sufficient conditions
- small number of iterations
- gradient method
- cross validation