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Searching tracks

机译:搜索曲目

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摘要

Search theory is the discipline that studies the problem of how best to search for an object when the amount of searching efforts is limited and only probabilities of the possible position of the object are given. Then, the problem is to find the optimal distribution of this total effort that maximizes the probability of detection. Although the general formalism of search theory will be used subsequently, we consider now a radically different problem. The problem is to detect target tracks. In the "classical" search theory, the target is said detected if a detection occurs during any time of the time frame. Here, on the contrary, the target track will be said to be detected if elementary detections occur at various times. That means that there is a test for acceptance (or detection) of a target track and that the problem is to optimize the allocation of the search effort for track detection. So, specific optimization problems are solved by means of the primal-dual formalism, in an original setup. Other aspects concern Markovian targets and two-sided search for which simple and efficient algorithms are derived.
机译:搜索理论是一门研究如何在搜索工作量有限且仅给出对象可能位置概率的情况下如何最佳搜索对象的问题的学科。然后,问题是找到使总的发现概率最大化的总努力的最佳分布。尽管随后将使用搜索理论的一般形式主义,但现在我们考虑一个根本不同的问题。问题是检测目标轨道。在“经典”搜索理论中,如果在时间范围内的任何时间都发生了检测,则表示检测到了目标。相反,如果在各个时间发生基本检测,则可以说检测到目标轨道。这意味着存在对目标轨道的接受(或检测)的测试,并且问题在于优化用于轨道检测的搜索工作量的分配。因此,在原始设置中通过原始对偶形式主义解决了特定的优化问题。其他方面涉及马尔可夫目标和两面搜索,可得出简单有效的算法。

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