09181 Executive Summary – Sampling-based Optimization in the Presence of Uncertainty
Jürgen Branke, Barry L. Nelson, Warren B. Powell, Thomas J. Santner · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2009
This Dagstuhl seminar brought together researchers from statistical ranking and selection; experimental design and response-surface modeling; stochastic programming; approximate dynamic programming; optimal learning; and the design and analysis of computer experiments with the goal of attaining a much better mutual understanding of the commonalities and differences of the various approaches to sampling-based optimization, and to take first steps toward an overarching theory, encompassing many of the topics above.