Swarm algorithms with chaotic jumps applied to noisy optimization problems.
Eduardo MendelRenato A. KrohlingMauro CamposPublished in: Inf. Sci. (2011)
Keyphrases
- optimization problems
- recently developed
- optimization methods
- evolutionary algorithm
- cost function
- combinatorial optimization
- learning algorithm
- theoretical analysis
- honey bee
- noisy data
- computationally expensive
- orders of magnitude
- computationally efficient
- worst case
- computational cost
- significant improvement
- objective function
- machine learning algorithms
- benchmark datasets
- metaheuristic
- cellular automata
- dynamical systems
- times faster
- computational complexity
- data structure
- decision trees
- image processing