An efficient nonmonotone adaptive cubic regularization method with line search for unconstrained optimization problem.
Qun LiBing ZhengYutao ZhengPublished in: Appl. Math. Lett. (2019)
Keyphrases
- line search
- trust region
- step size
- convergence rate
- quadratic programming
- conjugate gradient
- global convergence
- primal dual
- optimization methods
- linear program
- objective function
- risk minimization
- variational inequalities
- column generation
- image restoration
- global optimum
- levenberg marquardt
- optimization algorithm
- support vector machine
- newton method
- optimization problems
- machine learning
- convergence speed
- loss function
- linear programming