Comprehensive comparison of convergence performance of optimization algorithms based on nonparametric statistical tests.
Shi-Zheng ZhaoPonnuthurai Nagaratnam SuganthanPublished in: IEEE Congress on Evolutionary Computation (2012)
Keyphrases
- statistical tests
- discrete optimization
- optimization problems
- combinatorial optimization
- global convergence
- statistical analysis
- learning algorithm
- optimization algorithm
- hypothesis testing
- worst case
- optimization methods
- stochastic approximation
- computational complexity
- significant improvement
- convergence rate
- quasi newton