An Approximation Algorithm for the k-Connected Location Set Cover Problem with Color-Spanning Constraint

被引:0
作者
Wang, Yin [1 ,2 ]
Xu, Yinfeng [1 ,2 ]
机构
[1] Xi An Jiao Tong Univ, Sch Management, Xian 710049, Shaanxi, Peoples R China
[2] State Key Lab Mfg Syst Engn, Xian 710049, Shaanxi, Peoples R China
来源
ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: ARTIFICIAL INTELLIGENCE FOR SUSTAINABLE AND RESILIENT PRODUCTION SYSTEMS (APMS 2021), PT III | 2021年 / 632卷
关键词
Color-spanning set; Approximation algorithm; Maximum coverage problems; Farthest-Color Voronoi Diagram(FCVD); Minimum spanning tree;
D O I
10.1007/978-3-030-85906-0_36
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Motivated by the need for a more sensitive server assignment strategy in supply-chain network management, our total cost comprises coverage area (i.e., disk) sizes and "moving" service modes that facilitate multiple and flexible demand ful-fillment. Selection of k color-spanning centers to achieve cost minimization is the aim of our k-Connected Location Set Cover Problem with Color-spanning Constraint (k-CLSCPCC). The cost reflects the sum of the radii of the color-spanning disks plus the cost of connecting to disk regions. The farthest-color Voronoi diagram(FCVD) helps to assign an individual radius to each selected color-spanning center with aims to minimal cost. The main idea behind our greedy algorithm, which integrates the ideas of the classical minimum-power coverage problem and k-maximum coverage problem, is to minimize the measurable gap between the cost of connecting all nodes and the reduced cost of coverage with k disks. Our proposed algorithm can approximate a 3.368-factor solution within O(n(2)m log m) running time, equal to time cost of generating FCVD, where n is the number of input nodes and m is the number of demand types.
引用
收藏
页码:317 / 325
页数:9
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