A new optimization problem for the solution of decision problems with applications to passenger occupation detection in cars
A new optimization problem for the solution of decision problems with applications to passenger occupation detection in cars
复制标题
解决汽车乘客占用检测决策问题的新优化问题
DOI：
10.1109/cacsd-cca-isic.2006.4776735
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发表时间：
2006
期刊：
影响因子：
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通讯作者：
Thomas Fischer
中科院分区：
文献类型：
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作者：
B. Tibken;M. Albani;Thomas Fischer
本文提出了一个新的决策支持优化问题，并用统计解释进行了激励。这项研究的动机是来自汽车行业的一个真实世界的例子。即汽车乘客占用检测问题。为了最终解除相应的安全气囊，检测儿童可能占据前座是至关重要的。这个贡献的主要目标是激励这个问题作为一个优化问题的解决方案，并在下一步将优化问题重新表述为一个凸问题。本文将对上述问题的应用作一些评论。由于法律上的限制，本文没有详细概述这种应用，但作者希望提供足够的材料，以显示这种方法的相关性。
In this paper a new optimization problem for decision support is presented and motivated with statistical interpretations. This research was motivated by a real world example from automotive industry. Namely, the problem of passenger occupation detection in cars. It is of fundamental importance to detect the possible occupation of a front seat with a child in order to eventually disarm the corresponding airbag. The main goal of this contribution is to motivate the solution of this problem as an optimization problem and in the next step to reformulate the optimization problem as a convex problem. Some comments on the application to the above mentioned problem will conclude the paper. Due to legal restrictions the application is not outlined in detail but the authors hope that sufficient material is presented in order to show the relevance of this approach.