On MATLAB experience in accelerating DIRECT-GLce algorithm for constrained global optimization through dynamic data structures and parallelization.
Linas StripinisJulius ZilinskasLeocadio G. CasadoRemigijus PaulaviciusPublished in: Appl. Math. Comput. (2021)
Keyphrases
- constrained global optimization
- data structure
- optimal solution
- learning algorithm
- matching algorithm
- computational cost
- search space
- dynamic programming
- optimization algorithm
- cost function
- computationally efficient
- computational complexity
- high accuracy
- detection algorithm
- theoretical analysis
- expectation maximization
- tree structure
- worst case
- improved algorithm
- feature selection
- experimental evaluation
- convergence rate
- preprocessing
- clustering method
- genetic algorithm
- segmentation algorithm
- particle swarm optimization
- input data
- np hard
- significant improvement
- evolutionary algorithm