G2TT
来源类型Book
规范类型图书
DOI10.1007/978-3-642-03735-1
ISBN978-3-642-03734-4
Coping with Uncertainty: Robust Solutions.
Marti K; Ermoliev Y; Makowski M
发表日期2010
出版者Springer-Verlag, Heidelberg, Germany
出版年2010
语种英语
摘要Support for addressing the on-going global changes needs solutions for new scientific problems which in turn require new concepts and tools. A key issue concerns a vast variety of irreducible uncertainties, including extreme events of high multidimensional consequences, e.g., the climate change. The dilemma is concerned with enormous costs versus massive uncertainties of extreme impacts. Traditional scientific approaches rely on real obserations and experiments. Yet no sufficient observations exist for new problems, and "pure" experiments, and learning by doing may be expensive, dangerous, or impossible. In addition, the available historical observations are often contaminated by past actions, and policies. Thus, tools are presented for the explicit treatment of uncertainties using "synthetic" information composed of available "hard" data from historical observations, the results of possible experiments, and scientific facts, as well as "soft"data from experts' opinions, and scenarios.
主题Integrated Modeling Environment (IME)
关键词Modelling uncertainty Optimal decision under uncertainty Optimal design Robust optimal solution Technical systems
URLhttp://pure.iiasa.ac.at/id/eprint/9359/
来源智库International Institute for Applied Systems Analysis (Austria)
引用统计
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/126124
推荐引用方式
GB/T 7714
Marti K,Ermoliev Y,Makowski M. Coping with Uncertainty: Robust Solutions.. 2010.
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