An empirical comparison of multi-agent optimization algorithms.
Mahmoud AssranMichael G. RabbatPublished in: GlobalSIP (2017)
Keyphrases
- multi agent
- optimization problems
- data mining
- computational cost
- learning algorithm
- data structure
- decision trees
- search space
- optimization methods
- neural network
- theoretical analysis
- orders of magnitude
- discrete optimization
- evolution strategy
- optimization procedure
- convergence rate
- global optimization
- computationally expensive
- autonomous agents
- intelligent agents
- benchmark datasets
- optimization algorithm
- markov random field
- dynamic programming
- significant improvement
- multi agent systems
- cooperative