This paper presents a systematic literature review of adaptive metamodeling in simulation optimization problems.
A new adaptive metamodeling method for simulation optimization is proposed, which aims to achieve better results using fewer experiments, and combines ...
The following sections will present the application of the proposed method in two real world resource allocation case studies. These cases were chosen since ...
Adaptive metamodeling simulation optimization: Insights, challenges, and perspectives ... Metamodeling-based simulation optimization in manufacturing problems ...
Bibliographic details on Adaptive metamodeling simulation optimization: Insights, challenges, and perspectives.
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The use of metamodeling techniques in optimization via simulation problems has grown considerably in recent years to promote more robust and agile decision- ...
Jun 28, 2023 · An adaptive metamodel-based global approximation (AMGA) method for solving the global approximation problem of black-box models in large design domain is ...
Missing: challenges, perspectives.
Dec 31, 2020 · We propose a new simulation optimization approach that can efficiently and iteratively search for the optimal first- and second-stage decisions.
In this sense, this Chapter discusses the state of the art of metamodeling-based simulation optimization, presenting the gaps, opportunities, and future ...
Dec 4, 2015 · Simulation-optimization is an alternative approach for solving large-scale river basin optimization problems, in which a simulation model is ...
Missing: perspectives. | Show results with:perspectives.