The scalarized multi-objective multi-armed bandit problem: An empirical study of its exploration vs. exploitation tradeoff.
Saba Q. YahyaaMadalina M. DruganBernard ManderickPublished in: IJCNN (2014)
Keyphrases
- multi objective
- evolutionary algorithm
- objective function
- multi objective optimization
- exploration exploitation tradeoff
- optimization algorithm
- multiple objectives
- multiobjective optimization
- genetic algorithm
- particle swarm optimization
- trade off
- search capabilities
- nsga ii
- conflicting objectives
- evolutionary optimization
- particle swarm
- multi objective evolutionary
- multi objective optimization problems
- multi criteria
- computational complexity
- bi objective
- active exploration
- pareto optimal
- optimum design
- simulated annealing
- probability distribution