Approximation algorithms for maximum weighted target cover problem with distance limitations

Jianhong Jin,Yingli Ran,Zhao Zhang

Journal of Combinatorial Optimization(2024)

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摘要
In this paper, we study approximation algorithms for the problem of maximum weighted target cover with distance limitations (MaxWTCDL). Given n targets T={ t_1,t_2,… ,t_n} on the plane and m mobile sensors S={ s_1,s_2,… ,s_m} randomly deployed on the plane, each target t_i has a weight w_i and the sensing radius of the mobile sensors is r_s , suppose there is a movement distance constraint b for each sensor and a total movement distance constraint B, where B>b , the goal of MaxWTCDL is to move the mobile sensors within the distance constraints b and B to maximize the weight of covered targets. We present two polynomial time approximation algorithms. One is greedy-based, achieving approximation ratio 1/2v in time O(mn^2) , where . The other is LP-based, achieving approximation ratio 1/v(1-e^-1) in time T_LP , where T_LP is the time needed to solve the linear program.
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关键词
Target coverage,Distance constraint,Approximation algorithm
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