Using the entropy weighting scheme in military decision making

被引:7
|
作者
Fox, William P. [1 ]
Spence, Gregory [1 ]
Kitchen, Reed [1 ]
Powell, Steven [1 ]
机构
[1] Naval Postgrad Sch, Dept Def Anal, 589 Dyer Rd,Room 103 F, Monterey, CA 93943 USA
关键词
Center of gravity; TOPSIS; simple additive weights (SAW); CARVER; decision weights; multi-attribute decision making; terrorist rankings; sensitivity analysis; entropy method; ratio method; rank order centroid method;
D O I
10.1177/1548512919850380
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article compares the entropy weight scheme to other subjective weighting schemes using various multi-attribute decision making criteria. We apply the entropy weighting scheme to improve the CARVER center of gravity analysis and targeting analysis that are currently used by Special Operations Forces. We also compare the entropy weighing schemes to other weighting schemes using the ranking of terrorist for targeting. Next, we apply several multi-attribute decision making (MADM) methods using our suggested various weighting schemes to obtain the rankings of the alternatives. We compare the results and provide sensitivity analysis to examine the robustness of each MADM analysis. We conclude that any decision methodology for CARVER and terrorist ranking that used the actual data collected to compute the weights might be a better method than subjective weights.
引用
收藏
页码:409 / 418
页数:10
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