RankDE: learning a ranking function for information retrieval using differential evolution.
Danushka BollegalaNasimul NomanHitoshi IbaPublished in: GECCO (2011)
Keyphrases
- differential evolution
- information retrieval
- ranking functions
- learning to rank
- evolutionary algorithm
- learning process
- convergence speed
- optimization algorithm
- document retrieval
- learning algorithm
- differential evolution algorithm
- supervised learning
- reinforcement learning
- digital libraries
- active learning
- information retrieval systems
- particle swarm optimization
- numerical optimization problems
- global optimization problems
- particle swarm optimization pso
- retrieval systems
- model selection
- web search
- bayesian networks
- training data
- genetic algorithm