Properties and practicability of convergence-guaranteed optimization methods derived from weak discrete gradients.
Kansei UshiyamaShun SatoTakayasu MatsuoPublished in: Numer. Algorithms (2024)
Keyphrases
- optimization methods
- global convergence
- continuous optimization
- quasi newton
- simulated annealing
- optimization method
- optimization problems
- convergence analysis
- unconstrained optimization
- stochastic methods
- optimization approaches
- trust region
- initial conditions
- stage stochastic programs
- inverse problems
- particle swarm
- np hard
- global optimum
- metaheuristic
- cost function
- multi objective
- evolutionary algorithm