SOMS: SurrOgate MultiStart algorithm for use with nonlinear programming for global optimization.
Tipaluck KrityakierneChristine A. ShoemakerPublished in: Int. Trans. Oper. Res. (2017)
Keyphrases
- global optimization
- particle swarm optimization
- dynamic programming
- learning algorithm
- cost function
- global solution
- k means
- nonlinear programming
- convergence rate
- computational complexity
- optimization algorithm
- equality and inequality constraints
- search space
- genetic algorithm
- constrained global optimization
- decomposition algorithm
- imperialist competitive algorithm
- exact algorithms
- differential evolution
- distance metric
- input data
- optimal solution