A Global Convergence Theory for Dennis, El-Alem, and Maciel's Class of Trust-Region Algorithms for Constrained Optimization without Assuming Regularity.
Mahmoud El-AlemPublished in: SIAM J. Optim. (1999)
Keyphrases
- unconstrained optimization
- constrained optimization
- global convergence
- trust region
- optimization methods
- global optimum
- constrained optimization problems
- line search
- newton method
- convergence analysis
- optimization problems
- objective function
- convergence rate
- penalty function
- optimization method
- search methods
- simulated annealing
- search space
- optimal solution
- hybrid algorithm
- convergence speed
- step size
- quadratic programming
- differential evolution
- gradient method
- search algorithm
- genetic algorithm