Title :
Accelerated solutions to the multistage lot-sizing problem with lead time through the use of strong valid inequalities
Author :
Clark, Alistair Richard ; Armentano, Vinicius Amaral
Author_Institution :
Fac. of Electr. Eng., Univ. Estadual de Campinas, Sao Paolo, Brazil
Abstract :
The scheduling of lot-sizes in multistage production structures with time-varying costs and nonzero lead times is formulated as a mixed zero-one linear program for which strong valid inequalities are derived. A fast algorithm that selects a most-violated inequality is developed and used repeatedly in a cutting plane algorithm. The efficiency of the cutting plane algorithm in accelerating a branch and bound search is analyzed in an example. The example shows the strength of the cuts in terms of reduction of the number of nodes explored to achieve a near-optimal solution
Keywords :
integer programming; linear programming; production control; search problems; stock control; branch and bound search; cutting plane algorithm; lead time; mixed zero-one linear program; multistage lot-sizing problem; production control; scheduling; stock control; strong valid inequalities; time-varying costs; Acceleration; Algorithm design and analysis; Assembly systems; Costs; Job shop scheduling; Logic; Lot sizing; Manufacturing; Materials requirements planning; Production planning;
Conference_Titel :
Decision and Control, 1990., Proceedings of the 29th IEEE Conference on
Conference_Location :
Honolulu, HI
DOI :
10.1109/CDC.1990.203883