基于次优解搜索算法的民用建筑供电线路设计优化
Optimization of power supply line design for civil buildings based on suboptimal solution search algorithm
-
摘要: 在民用建筑供电线路设计优化过程中,通常应用人工规划法求解优化方案,其过于依赖设计师主观经验,导致最终设计线路过长。因此,提出基于次优解搜索算法的民用建筑供电线路设计优化方法。通过多摄像机视频地理映射和重叠视域目标优选操作,建立民用建筑室内环境地图。综合考虑线路总长度、弯折点数量这两方面要求,明确供电线路设计优化的综合目标。应用蚁群优化算法,在环境地图内进行次优解搜索,生成一条遍历所有供电节点且满足优化目标的供电设计线路。实验结果表明:以总面积为25364m2的民用建筑为例,该方法设计出的优化供电线路总长度仅为12.68km,增强了线路设计的合理性。Abstract: In the process of optimizing the design of power supply lines for civil buildings, manual planning method is usually used to solve the optimization plan, which relies too much on the subjective experience of the designer, resulting in a final design line that is too long. Therefore, a method for optimizing the design of power supply lines for civil buildings based on suboptimal solution search algorithm is proposed. Establish an indoor environment map for civil buildings through multi camera video geographic mapping and overlapping view target optimization operations. Taking into account the requirements of the total length of the power line and the number of bending points, clarify the comprehensive goal of optimizing the design of the power supply line. Apply ant colony optimization algorithm to search for suboptimal solutions within the environmental map and generate a power supply design line that traverses all power supply nodes and meets the optimization objectives. The experimental results show that, taking a civil building with a total area of 25364m 2 as an example, the optimized power supply line designed by this method has a total length of only 12.68km, enhancing the rationality of the line design.
下载: