Abstract
In this paper we develop a primal–dual simplex algorithm for the bi-objective linear minimum cost network flow problem. This algorithm improves the general primal–dual simplex algorithm for multi-objective linear programs by Ehrgott et al. (J Optim Theory Appl 134:483–497, 2007). We illustrate the algorithm with an example and provide numerical results.
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References
Ahuja R, Magnanti TL, Orlin J (1993) Network flows: theory, algorithms, and applications. Prentice Hall, Englewood Cliffs
Bazaraa MS, Jarvis JJ, Sherali HD (2005) Linear programming and network flows, 3rd edn. Wiley, New York
Benson HP, Sun E (2000) Outcome space partition of the weight set in multiobjective linear programming. J Optim Theory Appl 105(1): 17–36
Ehrgott M (2005) Multicriteria optimization, 2nd edn. Springer, Berlin
Ehrgott M, Wiecek M (2005) Multiobjective programming. In: Figueira J, Greco S, Ehrgott M (eds) Multicriteria decision analysis: state of the art surveys. Springer Science + Business Media, New York, pp 667–722
Ehrgott M, Puerto J, Rodríguez-Chía AM (2007) A primal–dual simplex method for multiobjective linear programming. J Optim Theory Appl 134: 483–497
Grigoriadis MD (1986) An efficient implementation of the network simplex method. Math Program Study 26: 83–111
Hamacher HW, Pedersen CR, Ruzika S (2007) Multiple objective minimum cost flow problems: a review. Eur J Oper Res 176: 1404–1422
Klingman D, Napier A, Stutz J (1974) Netgen: a program for generating large scale capacitated assignment, transportation, and minimum cost flow network problems. Manage Sci 20(5): 814–821
Lee H, Pulat PS (1991) Bicriteria network flow problems: continuous case. Eur J Oper Res 51: 119–126
Malhotra R, Puri MC (1984) Bi-criteria network problem. Cah C.E.R.O. 26(1): 95–102
Papadimitriou CH (1982) Combinatorial optimization: algorithms and complexity. Prentice Hall, Englewood Cliffs
Pulat PS, Huarng F, Lee H (1992) Efficient solutions for the bicriteria network flow problem. Comput Oper Res 19(7): 649–655
Sedeño-Noda A, González-Martín C (2000) The biobjective minimum cost flow problem. Eur J Oper Res 124: 591–600
Sedeño-Noda A, González-Martín C (2003) An alternative method to solve the biobjective minimum cost flow problem. Asia-Pacific J Oper Res 20: 241–260
Steuer RE (1986) Multiple criteria optimization: theory, computation, and application. Wiley, New York
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Eusébio, A., Figueira, J.R. & Ehrgott, M. A primal–dual simplex algorithm for bi-objective network flow problems. 4OR-Q J Oper Res 7, 255–273 (2009). https://doi.org/10.1007/s10288-008-0087-3
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DOI: https://doi.org/10.1007/s10288-008-0087-3
Keywords
- Multi-criteria optimization
- Multi-objective linear programming
- Network flow problem
- Primal–dual simplex algorithm