Abstract
This paper will give a survey of the different methods to approach combinatorial optimization problems. The main emphasis will lie upon integer programming modelling, tree-search (branch and bound) methods, and heuristic methods. The paper is divided into the following sections: 1. Objectives of the paper; 2. Morphology of combinatorial problems; 3. The general approach to solving combinatorial problems; 4. Integer programming formulations; 5. Explicit enumeration; 6. Tree-search (branch and bound) methods; 7. Heuristic methods; 8. Conclusions.
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References
E.M. Beale, J.A. Tomlin, An Integer Programming Approach to a Class of Combinatorial Problems, Mathematical Programming (3), 3 1972), pp. 339–344.
R.E. Bellman, Dynamic Programming Treatment of the Traveling Salesman Problem, J. ACM (1), 9 (1962), pp. 61–63.
R.E. Bellman, S.E. Dreyfus, Applied Dynamic Programming, Princeton University Press, Princeton, 1962.
M. Bellmore, G.L. Nemhauser, The Traveling Salesman Problem: A Survey, Opns. Res. (3), 16 (1968), pp.538–558.
R.J. Dakin, A Tree-Search Algorithm for Mixed Integer Programming Problems, Comput. J. (3), 8 (1963), pp. 250–255.
G.B. Dantzig, D.R. Fulkerson, S.M. Johnson, Solution of a Large-Scale Traveling-Salesman Problem, Opns. Res. (4) 2, (1954), PP. 393–410.
G.B. Dantzig, D.R. Fulkerson, S.M. Johnson, On a Linear-Programming, Combinatorial Approach to the Traveling-Salesman Problem, Opns. Res. (1), 7 (1959), pp. 58–66.
W.L. Eastman, Linear Programming with Pattern Constraints (Diss.), Harvard University, Cambridge, 1958.
L.R. Ford, D.R. Fulkerson, Flows in Networks, Princeton University Press, Princeton, 1962.
G. Gallus, Die Erweiterung linearer Optimierungsmodelle um fixe Grundkosten (Diss.), Darmstadt, 1974.
C. Gerhardt, Gedanken zur Lösung des Knapsack-Problems, Ablauf- und Planungsforschung (2), 11 (1970), pp. 69–83.
R.H. Gonzales, Solution of the Traveling Salesman Problem by Dynamic Programming on the Hypercube, Interim Technical Report No. 18, OR Center, MIT, Cambridge, 1962.
H. Greenberg, R.L. Hegerich, A Branch Search Algorithm for the Knapsack Problem, Mgmt. Sci. (5), 16 (1970), pp. 327–332.
M. Held, R.M. Karp, A Dynamic Programming Approach to Sequencing Problems, SIAM J. Appl. Math. (1), 10 (1962), pp. 196–210.
M. Held, R.M. Karp, The Construction of Discrete Dynamic Programming Algorithms, IBM Systems J. (2), 4 (1965), pp. 136–147.
M. Held, R.M. Karp, The Traveling-Salesman Problem and Minimum Spanning Trees, Opns. Res. (6), 18 (1970), pp. 1138–1162.
M. Held, R.M. Karp, The Traveling-Salesman Problem and Minimum Spanning Trees: Part II, Math. Prog. (1), 1 (1971), pp. 6–25.
G.P. Ingargiola, J.F. Korsh, A Reduction Algorithm for the Zero-One Knapsack Problems, Mgmt. Sci. (4), 20 (1973), pp. 460–463.
G. Jaeschke, Vicinal Sequencing Problems, Opns. Res. (5), 20 (1972), pp. 984–992.
P. Kolesar, A Branch and Bound Algorithm for the Knapsack Problem, Mgmt. Sci. (9), 13 (1967), pp. 723–735.
A.H. Land, A.G. Doig, An automatic Method of Solving Discrete Programming Problems, Econometrica (3), 28 (1960), pp. 497–520.
E.L. Lavier, The Quadratic Assignment Problem, Mgmt. Sci. (6), 9 (1963), pp. 586–599.
E.L. Lavier, D.E. Wood, Branch and Bound Methods: A Survey, Opns. Res. (4), 14 (1966), pp. 699–719.
J.D.C. Little, K.G. Murty, D.W. Sveeney, C. Karel, An Algorithm for the Traveling Salesman Problem, Opns. Res. (12), 11 (1963), pp. 972–989.
H. Müller-Merbach, Operations Research, Vahlen-Verlag, Berlin 1969, 3rd ed., Munich 1973.
H. Miiller-Merbach, Optimale Reihenfolgen, Springer-Verlag, Berlin/Heidelberg/Nev York, 1970.
H. Miiller-Merbach, The Minimal Co’st Maximum Matching of a Graph (Supplementary Remarks), Unternehmensforschung (3), 15 (1971), pp. 211–213.
H. Miiller-Merbach, Heuristic Methods: Structures, Applications, Computational Experience, Optimization Methods for Resource Allocation (ed. R. Cottle, J. Krarup), English Universities Press, London, 1974, pp. 401–416.
H. Miiller-Merbach, Heuristische Verfahren, Management Enzyklopädie (Ergänzungsband), Verlag Moderne Industrie, München, 1973, pp. 346–355.
H. Miiller-Merbach, Heuristische Verfahren und Entscheidungs-baumverfahren des Operations Research, Handwörterbuch der Betriebsvirtschaft (4th ed.; ed. E. Grochla, W. Wittmann), Poeschel Verlag, Stuttgart, 1974, to appear.
P.Williams, Experiments in the Formulation of Integer Programming Problems, Mathematical Programming, to appear.
F. Zvicky, Discovery, Invention, Research, Mac Millan, New York, 1968.
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© 1975 D. Reidel Publishing Company, Dordrecht-Holland
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Müller-Merbach, H. (1975). Modelling Techniques and Heuristics for Combinatorial Problems. In: Roy, B. (eds) Combinatorial Programming: Methods and Applications. NATO Advanced Study Institutes Series, vol 19. Springer, Dordrecht. https://doi.org/10.1007/978-94-011-7557-9_1
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DOI: https://doi.org/10.1007/978-94-011-7557-9_1
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