APPLICATION OF ARTIFICIAL NEURAL NETWORK APPARATUS FOR SECURINGNAVIGATIONAL AND ECOLOGICAL SAFETY IN COMPLICATED DYNAMIC SITUATION

E. Borodin, S. Bidenko, A. Bengert, I. Muchkaeva, A. Kirilenko, I. Hramov, S. Bidenko
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Abstract

Particulars o f factors o f navigational and ecological safety on the example o f the Obb Bay when sailing in areas with the situation quickly changed. Apparatus o f artificial neural networks for operational situation appraisal in the nearest marine ship's zone has been suggested. Basic types o f neural network architecture suitable for analysis o f dynamic territorial situation has been also advised. Comparison o f artificial neural structure on parameter o f fast acting and exactness applicable for the task o f situation appraisal has been made. It shows the advantage o f recurrent neural network
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人工神经网络装置在复杂动态环境下保障航行和生态安全中的应用
以欧比湾为例,详细介绍了在形势迅速变化的地区航行时的航行和生态安全因素。提出了一种基于人工神经网络的船舶最近区域作战态势评估装置。提出了适用于动态地形分析的神经网络结构的基本类型。比较了人工神经结构在快速性和准确性方面对态势评估任务的适用性。说明了递归神经网络的优越性
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