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Achieving optimal illumination conditions using local search

机译:使用本地搜索实现最佳照明条件

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In this research we attempt to achieve optimal illumination conditions in enclosed spaces that contain multiple illumination devices using local search algorithms. Given an illumination request, the search space which consists of the combination of all possible device settings is explored with the use of local search algorithms. The illumination effects of devices are modeled on an approach based on ray-tracing. Regarding the problem modeling, we consider multiple-objective evaluation functions from which a single fitness value can be extracted for a solution. Furthermore, we discuss the properties of the search operations that explore the search space and how they capture the need for both exploration and exploitation. The applied local search algorithms are evaluated in terms of convergence speed and solution quality.
机译:在这项研究中,我们尝试使用局部搜索算法在包含多个照明设备的封闭空间中实现最佳照明条件。给定照明请求,将使用本地搜索算法来探索由所有可能的设备设置组成的搜索空间。设备的照明效果是基于基于光线跟踪的方法建模的。关于问题建模,我们考虑了多目标评估函数,可以从中提取单个适合度值作为解决方案。此外,我们讨论了探索搜索空间的搜索操作的属性,以及它们如何捕获探索和开发的需求。根据收敛速度和解决方案质量评估了应用的本地搜索算法。

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