Journal of the Operations Research Society of China ›› 2021, Vol. 9 ›› Issue (1): 99-117.doi: 10.1007/s40305-018-0229-z

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Optimal Algorithms for Integer Inverse Undesirable p-Median Location Problems on Weighted Extended Star Networks

Esmaeil Afrashteh, Behrooz Alizadeh, Fahimeh Baroughi   

  1. Department of Applied Mathematics, Faculty of Basic Sciences, Sahand University of Technology, Tabriz, Iran
  • Received:2018-03-03 Revised:2018-08-12 Online:2021-03-11 Published:2021-03-11
  • Contact: Behrooz Alizadeh, Esmaeil Afrashteh, Fahimeh Baroughi E-mail:alizadeh@sut.ac.ir,brz_alizadeh@yahoo.com;afrashteh66@yahoo.com;baroughi@sut.ac.ir

Abstract: This paper is concerned with the problem of modifying the edge lengths of a weighted extended star network with n vertices by integer amounts at the minimum total cost subject to be given modification bounds so that a set of p prespecified vertices becomes an undesirable p-median location on the perturbed network. We call this problem as the integer inverse undesirable p-median location model. Exact combinatorial algorithms with $\mathcal{O}({p^2}\;n\;\log \;n)$ and $\mathcal{O}({p^2}(n\;\log \;n + n\;\log \;\eta {}_{\max }))$ running times are proposed for solving the problem under the weighted rectilinear and weighted Chebyshev norms, respectively. Furthermore, it is shown that the problem under the weighted sum-type Hamming distance with uniform modification bounds can be solved in $\mathcal{O}({p^2}\;n\;\log \;n)$ time.

Key words: Undesirable p-median location, Combinatorial optimization, Inverse optimization, Time complexity

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