A generalization of Polyak's convergence result for subgradient optimization.
Ellen AllenRichard V. HelgasonJeffery L. KenningtonBala ShettyPublished in: Math. Program. (1987)
Keyphrases
- global convergence
- stochastic optimization
- faster convergence
- global optimization
- optimization methods
- optimization procedure
- constrained optimization
- optimization problems
- convex optimization
- optimization model
- efficient computation
- optimization process
- evolutionary multiobjective
- quasi newton
- convergence analysis
- neural network
- optimization algorithm
- particle swarm optimization
- evolutionary algorithm
- artificial neural networks
- machine learning
- data mining