Optimal learning /
Powell, Warren B.,1955-
Ryzhov, Ilya Olegovich,1985-
Includes bibliographical references and index.
The challenges of learning -- Adaptive learning -- The economics of information -- Ranking and selection -- The knowledge gradient -- Bandit problems -- Elements of a learning problem -- Linear belief models -- Subset selection problems -- Optimizing a scalar function -- Optimal bidding -- Stopping problems -- Active learning in statistics -- Simulation optimization -- Learning in mathematical programming -- Optimizing over continuous measurements -- Learning with a physical state.
Machine learning.