An efficient trust region algorithm with bounded iteration sequence for unconstrained optimization and its application in support vector machine.
Zhensheng YuYue YuanPanjie TianPublished in: J. Comput. Appl. Math. (2024)
Keyphrases
- trust region
- unconstrained optimization
- line search
- global optimum
- objective function
- optimization methods
- support vector machine
- levenberg marquardt
- neural network
- nonlinear optimization
- dynamic programming
- constrained optimization
- log likelihood
- column generation
- newton method
- quadratic programming
- artificial neural networks
- penalty function
- learning algorithm
- convergence rate
- linear programming
- cost function
- optimal solution
- optimization method
- information theoretic
- back propagation
- simulated annealing
- least squares
- feature selection