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A methodology for the robustness-bas...

Georgia Institute of Technology.

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A methodology for the robustness-based evaluation of systems-of-systems alternatives using regret analysis.

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	A methodology for the robustness-based evaluation of systems-of-systems alternatives using regret analysis./
作者:	Poole, Benjamin Hancock.
面頁冊數:	410 p.
附註:	Adviser: Dimitri Mavris.
Contained By:	Dissertation Abstracts International69-09B.
標題:	Engineering, Aerospace. -
電子資源:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3327639
ISBN:	9780549800781

A methodology for the robustness-based evaluation of systems-of-systems alternatives using regret analysis.
Poole, Benjamin Hancock.

A methodology for the robustness-based evaluation of systems-of-systems alternatives using regret analysis. - 410 p.

Adviser: Dimitri Mavris.

Thesis (Ph.D.)--Georgia Institute of Technology, 2008.

After surveying the state-of-the-art in evaluation of alternatives in the defense acquisition process, a methodology for the evaluation of the robustness of systems-of-systems alternatives was proposed. In the methodology, robustness is defined as the integral of the alternative's regret over the likelihood-weighted plausible scenario space. Surrogate modeling techniques were used to overcome shortcomings associated with conventional regret analysis, including the discrete nature of scenario cases and static results. The new methodology, called Global Regret Analysis, was tested using an example problem based on the air campaign over Iraq in Operation Desert Storm. The results of the testing indicate that the methodology can provide a measure of the robustness of different system-of-systems alternatives against a wide range of possible scenarios. The methodology was then demonstrated on the US Air Force's persistent, precision strike mission. The demonstration showed the ability of Global Regret Analysis to overcome issues associated with using a single or other small number of scenarios to evaluate systems-of-systems alternatives. The methodology was then compared to a variety of existing methods and found to have strength for a wide range of evaluation applications. The possibility of applying Global Regret Analysis for military mission planning and opportunities for future work were also discussed.

ISBN: 9780549800781Subjects--Topical Terms:

1018395
Engineering, Aerospace.

A methodology for the robustness-based evaluation of systems-of-systems alternatives using regret analysis.
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