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Measuring Conflict Among Objective F...

University of Washington., Quantitative Ecology and Resource Management.

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Measuring Conflict Among Objective Functions in Multi-Objective Optimization.

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Measuring Conflict Among Objective Functions in Multi-Objective Optimization./
作者:	Kullman, Nicholas D. C.
出版者:	Ann Arbor : ProQuest Dissertations & Theses, : 2016,
面頁冊數:	64 p.
附註:	Source: Masters Abstracts International, Volume: 56-02.
Contained By:	Masters Abstracts International56-02(E).
標題:	Operations research. -
電子資源:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10248766
ISBN:	9781369545630

Measuring Conflict Among Objective Functions in Multi-Objective Optimization.
Kullman, Nicholas D. C.

Measuring Conflict Among Objective Functions in Multi-Objective Optimization. - Ann Arbor : ProQuest Dissertations & Theses, 2016 - 64 p.

Source: Masters Abstracts International, Volume: 56-02.

Thesis (M.S.)--University of Washington, 2016.

We present a process to measure the conflict among objective functions within and across multi-objective systems. To do so, we introduce a new metric to quantify pairwise objective conflict. We also demonstrate new applications for two existing measures of conflict from evolutionary multi-objective optimization (EMO).

ISBN: 9781369545630Subjects--Topical Terms:

547123
Operations research.

Measuring Conflict Among Objective Functions in Multi-Objective Optimization.
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520 $a We present a process to measure the conflict among objective functions within and across multi-objective systems. To do so, we introduce a new metric to quantify pairwise objective conflict. We also demonstrate new applications for two existing measures of conflict from evolutionary multi-objective optimization (EMO).
520 $a To demonstrate this quantification of conflict and the utility of our proposed pairwise objective conflict measure we perform a case study of the impact of climate change on the joint provision of ecosystem services in the Deschutes National Forest. For three climate scenarios, we quantify the total amount of conflict in the multi-objective system. We also compare the conflict across climate scenarios. We find that climate change impacts both the individual and joint provision of ecosystem services and that system conflict increases with increasing climate change severity.
520 $a The case study demonstrates that our proposed process and new conflict metric successfully quantify and differentiate the amount of conflict within and across multi-objective systems and that they stand to serve as a useful tool for multi-objective decision making.
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