Solving Large-Scale Optimization Problems with a Convergence Rate Independent of Grid Size.
Matt JacobsFlavien LégerWuchen LiStanley J. OsherPublished in: SIAM J. Numer. Anal. (2019)
Keyphrases
- convergence rate
- optimization problems
- simplex method
- convergence speed
- step size
- learning rate
- gauss seidel method
- combinatorial optimization
- primal dual
- global convergence
- cost function
- metaheuristic
- evolutionary algorithm
- optimization methods
- small number of iterations
- gradient method
- objective function
- numerical stability
- gravitational search algorithm
- grid cells
- faster convergence rate
- linear equations
- wavelet neural network
- particle swarm optimization
- special case
- neural network