The complexity analysis of the inverse center location problem

Citation
Mc. Cai et al., The complexity analysis of the inverse center location problem, J GLOB OPT, 15(2), 1999, pp. 213-218
Citations number
9
Categorie Soggetti
Engineering Mathematics
Journal title
JOURNAL OF GLOBAL OPTIMIZATION
ISSN journal
09255001 → ACNP
Volume
15
Issue
2
Year of publication
1999
Pages
213 - 218
Database
ISI
SICI code
0925-5001(199909)15:2<213:TCAOTI>2.0.ZU;2-#
Abstract
Given a feasible solution, the inverse optimization problem is to modify so me parameters of the original problem as little as possible, and sometimes also with bound restrictions on these adjustments, to make the feasible sol ution become an optimal solution under the new parameter values. So far it is unknown that for a problem which is solvable in polynomial time, whether its inverse problem is also solvable in polynomial time. In this note we a nswer this question by considering the inverse center location problem and show that even though the original problem is polynomially solvable, its in verse problem is NP-hard.