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考虑偏好的空间文本对象多目标最短路径查询

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为了解决路网中考虑偏好的空间文本对象多目标最短路径查询问题,设计了包含属性的IR树索引结构;然后利用类别约束,排序约束构建限定的有向无环图.提出了支持属性的局部贪婪算法SALG_SPG,以对最短路径查询进行处理;为进一步提高查询处理效率,提出了支持属性的全局优化算法SAGO_SPG,该算法利用阈值和缓存机制减少了大量无效、重复的计算;最后,通过与现有的FEBF算法的对比实验,分析并验证了所提算法的高效性.
Multi-objective shortest path queries for spatial-textual objects considering preferences
In order to solve the problem of multi-objective shortest path queries of spatial-textual objects considering preference in the road network,an IR tree index structure including attributes is designed;then a restricted directed acyclic graph is constructed by using category constraints and sorting constraints.A local greedy algorithm SALG_SPG supporting attributes is proposed to process the shortest path query.To further improve the query processing efficiency,a global optimal algorithm supporting attributes called SAGO_SPG is proposed.The algorithm uses the threshold and caching mechanism to reduce a large number of invalid and repeated calculations.Finally,the efficiency of the proposed algorithm is analyzed and verified through a comparative experiment with the existing FEBF algorithm.

shortest pathroad networkspatial-textual objectordering constraintpreference constraint

李艳红、毛德权、欧昱宏、曹阳

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中南民族大学 计算机科学学院,武汉 430074

最短路径 路网 空间文本对象 排序约束 偏好约束

2024

中南民族大学学报(自然科学版)
中南民族大学

中南民族大学学报(自然科学版)

影响因子:0.536
ISSN:1672-4321
年,卷(期):2024.43(5)