Management Science · 1982 · 536 citations · 7 references
ComputingComputer ScienceAlgorithmsOptimizationTheory Of ComputationApproximation AlgorithmsComplexity TheoryComputational ComplexityLot SizingTime ComplexityApproximation ComplexityComplexity-theoretic HardnessNp-completenessPolynomial Time ComplexityPolynomial-time AlgorithmsSingle-item Lot Sizing
In this paper we study the computational complexity of the capacitated lot size problem with a particular cost structure that is likely to be used in practical settings. For the single item case new properties are introduced, classes of problems solvable by polynomial time algorithms are identified, and efficient solution procedures are given. We show that special classes are NP-hard, and that the problem with two items and independent setups is NP-hard under conditions similar to those where the single item problem is easy. Topics for further research are discussed in the last section.
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Dynamic Version of the Economic Lot Size Model
Harvey M. Wagner, T. M. Whitin · Management Science · 2004 · 2.1K citations
Management, Industrial Engineering, Operations Management +17