The Knowledge Gradient Policy Using A Sparse Additive Belief Model

Yan Li, Han Liu, Warren Powell

We propose a sequential learning policy for noisy discrete global optimization and ranking and selection (R\&S) problems with high dimensional sparse belief functions, where there…