Computational study of a column generation algorithm for bin packing and cutting stock problems

作者: François Vanderbeck

DOI: 10.1007/S101070050105

关键词:

摘要: This paper reports on our attempt to design an efficient exact algorithm based column generation for the cutting stock problem. The main focus of research is study extend which standard branch-and-bound enhancement features such as variable fixing, tightening formulation with planes, early branching, and rounding heuristics can be usefully incorporated in a branch-and-price algorithm. We review compare lower bounds propose pseudo-polynomial heuristic. discuss implementation important integer programming and, particular, branching scheme. Our computational results demonstrate efficiency resulting various classes bin packing problems.

参考文章(19)
Marius M. Solomon, Jacques Desrosiers, François Soumis, Yvan Dumas, Time Constrained Routing and Scheduling Les Cahiers du GERAD. pp. 1- 152 ,(1992)
J.M. Valério de Carvalho, Exact solution of bin‐packing problems using column generation and branch‐and‐bound Annals of Operations Research. ,vol. 86, pp. 629- 659 ,(1999) , 10.1023/A:1018952112615
Guy Desaulniers, Jacques Desrosiers, Irina loachim, Marius M. Solomon, François Soumis, Daniel Villeneuve, A Unified Framework for Deterministic Time Constrained Vehicle Routing and Crew Scheduling Problems Les Cahiers du GERAD. pp. 57- 93 ,(1998) , 10.1007/978-1-4615-5755-5_3
Pamela H. Vance, Branch-and-Price Algorithms for the One-Dimensional Cutting Stock Problem Computational Optimization and Applications. ,vol. 9, pp. 211- 228 ,(1998) , 10.1023/A:1018346107246
Constantine Goulimis, Optimal solutions for the cutting stock problem European Journal of Operational Research. ,vol. 44, pp. 197- 208 ,(1990) , 10.1016/0377-2217(90)90355-F
Laurence A. Wolsey, George L. Nemhauser, Integer and Combinatorial Optimization ,(1988)
Alain S. Sutter, François Vanderbeck, Laurence Wolsey, Optimal Placement of Add/Drop Multiplexers: Heuristic and Exact Algorithms Operations Research. ,vol. 46, pp. 719- 728 ,(1998) , 10.1287/OPRE.46.5.719
Pamela H. Vance, Cynthia Barnhart, Ellis L. Johnson, George L. Nemhauser, Solving binary cutting stock problems by column generation and branch-and-bound Computational Optimization and Applications. ,vol. 3, pp. 111- 130 ,(1994) , 10.1007/BF01300970
François Vanderbeck, Laurence A. Wolsey, An exact algorithm for IP column generation Operations Research Letters. ,vol. 19, pp. 151- 159 ,(1996) , 10.1016/0167-6377(96)00033-8