基于融合流形學(xué)習(xí)的體系多維效能指標(biāo)可視化
發(fā)布時(shí)間:2018-06-07 06:26
本文選題:可視化分析 + 多維指標(biāo)。 參考:《系統(tǒng)仿真學(xué)報(bào)》2017年10期
【摘要】:依托可視化方法展示武器裝備體系仿真試驗(yàn)的各類效能指標(biāo)信息,是武器裝備體系建設(shè)規(guī)劃方案綜合特征對比的重要手段。提出了一種基于融合流形學(xué)習(xí)的體系多維效能指標(biāo)可視化方法,將指標(biāo)項(xiàng)和方案項(xiàng)由高維空間融合投影到同一二維空間,利用密度計(jì)算求得指標(biāo)對多方案樣本的影響程度,通過輻射計(jì)算實(shí)現(xiàn)最終的多維效能指標(biāo)可視化效果,運(yùn)用兩組實(shí)驗(yàn),驗(yàn)證了該方法融合映射的正確性,并展現(xiàn)了其在體系效能評估中的應(yīng)用效果,證明了其可行性。
[Abstract]:It is an important means to compare the comprehensive characteristics of weapon and equipment system construction plan by visual method to display all kinds of efficiency index information of weapon and equipment system simulation test. Based on fusion manifold learning, a visualization method of multi-dimensional efficiency index is proposed. The index items and scheme items are projected from high-dimensional space to the same two-dimensional space, and the influence of the index on multi-scheme samples is obtained by density calculation. Finally, the visualization effect of multi-dimensional efficiency index is realized by radiation calculation. Two experiments are used to verify the correctness of the fusion mapping method, and the application effect in the evaluation of system effectiveness is demonstrated, and the feasibility of the method is proved.
【作者單位】: 國防大學(xué)信息作戰(zhàn)與指揮訓(xùn)練教研部;喀什大學(xué)數(shù)學(xué)與統(tǒng)計(jì)學(xué)院;31002部隊(duì);
【基金】:國家自然科學(xué)軍民共用重大研究計(jì)劃聯(lián)合基金(U1435218)
【分類號】:TJ06;TP181
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本文編號:1990178
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