Journal of Chuxiong Normal University ›› 2026, Vol. 41 ›› Issue (3): 90-96.

• Mathematics and Computer Science • Previous Articles     Next Articles

Query Algorithms for Reverse Nearest Neighbors Based on Voronoi Diagrams

Jiang Hua1, Yang Qingkun2   

  1. 1. School of Computer and Intelligent Technology, Chuxiong Normal University, Chuxiong, Yunnan Province 675000, China;
    2. Chuxiong Municipal Bureau of Education and Sports, Chuxiong, Yunnan Province 675000, China
  • Received:2026-03-05 Online:2026-05-20 Published:2026-07-22

Abstract: Based on the inherent properties and structural characteristics of Voronoi diagrams, this paper conducts an in-depth study on the reverse nearest neighbors query problem to identify and correct theoretical omissions and errors in the existing literature. By deriving relevant theorems and presenting strict proofs, the authors propose a novel method for dynamically updating reverse nearest neighbors when generating points are inserted or deleted that can effectively reduce the retrieval scope of query and update. Moreover, three algorithms named VRNNQ, VRNN_Add and VRNN_Del are designed for reverse nearest neighbors query and dynamic update, all of which achieve a time complexity of O(logn). Experimental results verify that the proposed algorithms possess remarkable advantages in time execution efficiency.

Key words: Voronoi diagram, reverse nearest neighbor, query algorithm

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