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Inverse Vertex/Absolute Quickest 1-Center Location Problem on a Tree Under Weighted \(l_1\) Norm

  • Xinqiang Qian,
  • Xiucui Guan,
  • Junhua Jia,
  • Panos M. Pardalos

摘要

Given an undirected tree \(T=(V,E)\) T = ( V , E ) and a value \(\sigma >0\) σ > 0 , every edge \(e\in E\) e E has a lead time l(e) and a capacity c(e). Let \(P_{st}\) P st be the unique path connecting s and t. A transmission time of sending \(\sigma \) σ units data from s to \(t\in V\) t V is \(Q(s,t,\sigma )=l(P_{st})+\frac{\sigma }{c(P_{st})}\) Q ( s , t , σ ) = l ( P st ) + σ c ( P st ) , where \(l(P_{st})=\sum _{e\in P_{st}}l(e)\) l ( P st ) = e P st l ( e ) and \(c(P_{st})=\min _{e\in P_{st}} c(e)\) c ( P st ) = min e P st c ( e ) . A vertex (an absolute) quickest 1-center problem is to determine a vertex \(s^*\in V\) s V (a point \(s^*\in T\) s T , which is either a vertex or an interior point in some edge) whose maximum transmission time is minimum. In an inverse vertex (absolute) quickest 1-center problem on a tree T, we aim to modify a capacity vector with minimum cost under weighted \(l_1\) l 1 norm such that a given vertex (point) becomes a vertex (an absolute) quickest 1-center. We first introduce a maximum transmission time balance problem between two trees \(T_1\) T 1 and \(T_2\) T 2 , where we reduce the maximum transmission time of \(T_1\) T 1 and increase the maximum transmission time of \(T_2\) T 2 until the maximum transmission time of the two trees become equal. We present an analytical form of the objective function of the problem and then design an \(O(n_1^2n_2)\) O ( n 1 2 n 2 ) algorithm, where \(n_i\) n i is the number of vertices of \(T_i\) T i with \(i=1, 2\) i = 1 , 2 . Furthermore, we analyze some optimality conditions of the two inverse problems, which support us to transform them into corresponding maximum transmission time balance problems. Finally, we propose two \(O(n^3)\) O ( n 3 ) algorithms, where n is the number of vertices in T.