Inverse Anti-k-centrum Problem on Networks with Variable Edge Lengths

Authors: Phạm Văn Huy, Nguyễn Trung Kiên,

https://doi.org/10.11650/tjm/190602

Publisher, magazine: ,

Publication year: 2020

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Abstract

This paper concerns the problem of modifying edge lengths of a network at minimum total costs so as to make a prespecified vertex become an optimal location in the modified environment. Here, we focus on the ordered median objective function with respect to the vector of multipliers λ=(1,…,1,0,…,0) with k 1's. This problem is called the inverse anti-k-centrum problem. We first show that the inverse anti-k-centrum problem is NP-hard even on tree networks. However, for the inverse anti-k-centrum problem on cycles, we formulate it as one or two linear programs, depending on odd or even integer k. Concerning the special cases with k=2,3,M, we develop combinatorial algorithms that efficiently solve the problem, where M is the number of vertices of the cycle.

Tags: location problems, inverse optimization problems, ordered median function, anti-k-centrum, tree, cycle