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A boundary approach for set inversion
Engineering Applications of Artificial Intelligence ( IF 8 ) Pub Date : 2021-02-08 , DOI: 10.1016/j.engappai.2021.104184 Luc Jaulin
中文翻译:
集反转的边界方法
更新日期:2021-02-08
Engineering Applications of Artificial Intelligence ( IF 8 ) Pub Date : 2021-02-08 , DOI: 10.1016/j.engappai.2021.104184 Luc Jaulin
In the paper, we present a new interval-based set inversion algorithm which takes into account the continuity of the problem. In the case where the set to be inverted has some volume, we show that inverting the boundary of is sufficient to reconstruct the preimage . The inversion of separates the domain of into two regions : one inside and one outside. To detect which part is inside or outside, we show that we can retro-propagate the information coming from at negligible cost. The efficiency of the approach is illustrated on a localization problem.
中文翻译:
集反转的边界方法
在本文中,我们提出了一种新的基于区间的集反转算法,该算法考虑了问题的连续性。在设置的情况下 被反转有一定的体积,我们证明了反转边界 的 足以重建原像 。倒置 分隔域 分为两个区域:一个内部 还有一个在外面 为了检测哪个部分在内部还是外部,我们证明了我们可以反向传播来自费用微不足道。在定位问题上说明了该方法的效率。