Abstract
For the last 15 years, many Multi-Objective Linear Programming (MOLP) methods with continuous solutions have been developed. In many real world applications, however, discrete variables must be introduced representing, for instance, an investment choice, a production level, etc. The linear mathematical structure is then Integer Linear Programming (ILP), associated with MOLP giving a MOILP problem. Unfortunately, this type of problems has its own difficulties, as it cannot be solved by simply combining ILP and MOLP methods.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
V. J. Bowman Jr., “On the Relationship of the Tchebycheff Norm and the Efficient Frontier of Multiple-Criteria Objectives”, in : H. Thiriez, S. Zionts, Eds. Multiple Criteria Decision Making (Springer Verlag, Berlin, 1976), pp. 76–85.
G. W. Evans, “Overview of Techniques for solving Multi-Objective Mathematical Programs”, in : Mn.Sc Vol 30, 11, (1984), pp. 1268– 1282.
J.J. Gonzalez, G.R. Reeves, L.S. Franz, “An Interactive Procedure for solving Multiple Objective Integer Linear Programming Problems, in : Y. Haimes, V. Chankong, Eds., Decision Making with Multiple Objectives (Springer Verlag, 1985), pp. 250–260.
K. Huckert, R. Rhode, O. Roglin, R. Weber, “On the Interactive Solution to a Multi-Criteria Scheduling Problem”, in : Z.Oper.Res., Vol 24 (1980), pp. 47–60.
R. Jaikumar, B. Fisheries, “A Heuristic 0–1 Algorithm with Multiple Objectives and Constraints”, in : J.L. Cochrane, M. Zeleny, Eds., Multiple Criteria Decision Making (University of South Carolina Press, 1973), pp. 745–748.
M.H. Karwan, S. Zionts, B. Villarreal, R. Ramesh, “An Improved Interactive Multi-Criteria Integer Programming Algorithm”, in : Y. Haimes, V. Chankong, Eds., Decision Making with Multiple Objectives (Springer Verlag, 1985), pp. 261–271.
K.J. Musselman, J. Talavage, “A Trade Off Cut Approach to Multiple Objective Optimization”, in : Oper. Res. 28 (1980), pp. 1424–1435.
R. Slowinski, J. Weglarz, “An Interactive Algorithm for Multi-Objective Precedence and Resource Constrained Scheduling Problems”, in : W. Urietholl, J. Visser, H.H. Boerma, Eds., Proceedings 8th International Congress (North Holland, 1985), pp. 866–873.
R.E. Steuer, E.U. Chop, “An Interactive Method Weighted Tchebycheff Procedure for Multiple Objective Programming”, in : Math.Progr. 26 (1983), pp. 326–344.
J. Teghem Jr., P.L. Kunsch, “Characterization of Efficient Solutions for Multi-Objective Integer Linear Programming”, in : Technical Report (Faculté Polytechnique de Mons, Belgium, 1985), submitted for publication.
B. Villarreal, M. Karwan, S. Zionts, “An Interactive Branch and Bound Procedure for Multicriterion Integer Linear Programming”, in : Fandel, T. Gal, Eds., Multiple Criteria Decision Making, Theory and Application (Springer Verlag, 1980), pp. 448–467.
B. Villarreal, M. Karwan, “Multi-Criteria Integer Programming : a (Hybrid) Dynamic Programming Recursive Approach”, in : Mathematical programming, 21 (1981), pp. 204–223.
B. Villarreal, M. Karwan, “An Interactive Dynamic Programming Approach to Multi-Criteria Discrete Programming”, in : Journal of Mathematical Analysis and Applications, 81 (1981), pp. 524–544.
D.J. White, “A Multiple Objective Interactive Lagrangean Relaxation Approach”, in : European Journal of Operational Research, 19 (1985), pp. 82–90.
S. Zionts, “Integer Linear Programming with Multiple Objectives”, in : Annals of Discrete Mathematics 1 (1977), pp. 551–562, North Holland.
S. Zionts, “A Survey of Multiple Criteria Integer Programming Methods”, in : Annals of Discrete Mathematics 5 (1979), pp. 389–398, North Holland.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1986 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Teghem, J., Kunsch, P.L. (1986). Interactive Methods for Multi-Objective Integer Linear Programming. In: Fandel, G., Grauer, M., Kurzhanski, A., Wierzbicki, A.P. (eds) Large-Scale Modelling and Interactive Decision Analysis. Lecture Notes in Economics and Mathematical Systems, vol 273. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-02473-7_9
Download citation
DOI: https://doi.org/10.1007/978-3-662-02473-7_9
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-16785-3
Online ISBN: 978-3-662-02473-7
eBook Packages: Springer Book Archive