Swarm algorithms with chaotic jumps applied to noisy optimization problems.

Eduardo Mendel Renato A. Krohling Mauro Campos

Published 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