Abstract
In this paper, the authors consider some inverse problems on network, such as the inverse transport problems with gains (IGTP) and the inverse linear fractional minimum cost flow problem (IFFP). Firstly, the authors give the mathematics model of (IGTP) and an efficient method of solving it under l 1 norm; Secondly, taking advantage of the optimality conditions, the authors consider the (IFFP) and give a simple method of solving it. Finally, an numerical example test is also developed.
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Ahuja R K and Orlin J B, Inverse Optimization, Part1: Linear Programming and General Problem, Working Paper, Sloan School of Management, MIT, Cambridge, WA, 1998a.
Ahuja R K and Orlin J B, Inverse Optimization, Part 2: Network flow Problem, Working Paper, Sloan School of Management, MIT, Cambridge, WA, 1998b.
Burton D and Toint P L, On an instance of the inverse shortest paths problem, Mathematical Programming, 1992, 53: 45–61.
Burton D, Pulleyblank B, and Toint P L, The inverse shortest problem with upper bounds on shortest path costs, Lecture Notes in Economics and Mathematical System, 1997, 450: 156–171.
Burton D and Toint P L, On the use of an inverse shortest paths problem for recovering linearly corrected costs, Mathematical Programming, 1994, 63: 1–22.
Xu S and Zhang J Z, An inverse problem of the weighted shortest path problem, Japanese Journal of Industrial and Applied Mathematics, 1995, 12: 47–59.
Yang C, Zhang J Z, and Ma Z F, Inverse maximum flow and minimum cut problems, Optimization, 1997, 40: 147–170.
Zhang J Z, Ma Z F, and Yang C, A column generation method for inverse shortest path problem, ZOR-Mathematical Methods of Operations Research, 1995, 41: 347–358.
Zhang J Z and Cai M C, Inverse problem of minimum cuts, Mathematical Methods of Operations Research, 1998, 47(1): 51–58.
Zhang J Z and Liu Z H, A further study on inverse linear programming problems, Journal of Computational and Applied Mathematics, 1999, 106: 345–359.
Heuberger C, Inverse Combinatorial Optimization: A Survey on Problems, Methods and Results, Journal of Combinatorial Optimization, 2004, 8: 329–361.
Demange M and Monnot J, An introduction to Inverse Combinatorial Problems, Paradigms of combinatorial Optimization: Problems and New Approaches, London-Hoboken(UK-USA): ISTEWILEY, Vangelis Th. Paschos, 2010.
Duin C W and Volgenant A, Some Inverse optimization problems under the Hamming distance, European Journal of operational research, 2006, 170: 887–899.
Zhang J Z and Xu S J, Linear Programming, Science Press, Beijing, 1999.
Guan M G and Zheng H D, Linear Programming, Shandong Science Press, Jinan, 1983.
Robert J V, Linear Programming: Foundations and Extensions, International Series in Operations Research, Management Science, 37., Kluwer Academic Publishers, Boston, MA, 2001.
Chadha S S and Chadha V, Linear fractional programming and duality, CEJOR. 2007, 15: 119–125.
Wolf H, A Parametric method for solving the linear fractional programming problem, Operations Research, 1985, 33: 835–841.
Schaible S, Fractional programming, Zeitschrift fur Operations Research, 1983, B27: 39–54.
Zheng H D, A linear fractional programming problem On N-complex, Journal of Applied Mathematics, 1996, 1(19): 158–161.
Xu C, Xu X M, and Wang H F, The fractional minimal cost flow problem on network, Optim Lett, 2011, 5: 307–317.
Bondy J A and Murty U S R, Graph theory with applications, Macmillan Press LTD, 1976.
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This research is supported by Shanghai leading academic discipline project under Grant No. S30501 and Shandong province leading academic discipline project under Grant No. ZR2010AM033.
This paper was recommended for publication by Editor WANG Shouyang.
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Xu, C., Xu, X. Some inverse optimization problems on network. J Syst Sci Complex 26, 350–364 (2013). https://doi.org/10.1007/s11424-013-0259-x
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DOI: https://doi.org/10.1007/s11424-013-0259-x