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@article{osti_, title = {A survey of nonlinear robust optimization}, author = {Leyffer, Sven and Menickelly, Matt and Munson, Todd and Vanaret, Charlie and Wild, Stefan M}, abstractNote = {Robust optimization (RO) has attracted great attention from the optimization community over the past decade RO is dedicated to solving optimization problems subject to Well placement optimization aims to determine optimal well locations so that the economic benefit from oil production can be maximized Geological uncertainty has a significant impact on the optimal well placement plan and therefore has to be considered in the well placement optimization problem A geological realization reduction framework for