Naval Research Logistics Quarterly · 1974 · 47 citations · 12 references
Natural SciencesIndustrial EngineeringComputational GeometryOptimizationTransportation EngineeringBranch And BoundCombinatorial OptimizationConvex OptimizationInteger ProgrammingMathematical ProgrammingOptimization TheoryBranch-and-cutConstraintsConvexityCutting PlanesInteger Programming ModelsLinear ConstraintsMathematical Programming ModelsMinimization
Concave minimization with linear constraints is addressed by a cutting‑plane method introduced by Tui, whose principle has also been used in integer programming as convexity cuts by Balas, Young, Glover, and others. The paper investigates the finiteness of Tui’s method by linking it to the generalized lattice‑point problem and proposes a sufficient termination condition. It introduces branch‑and‑bound algorithms that use the Tui cut as the core component for solving concave minimization with linear constraints. Computational experiments on the fixed‑charge transportation problem demonstrate the practical performance of the proposed algorithms.
Abstract A cutting plane method for solving concave minimization problems with linear constraints has been advanced by Tui. The principle behind this cutting plane has been applied to integer programming by Balas, Young, Glover, and others under the name of convexity cuts. This paper relates the question of finiteness of Tui's method to the so‐called generalized lattice point problem of mathematical programming and gives a sufficient condition for terminating Tui's method. The paper then presents several branch‐and‐bound algorithms for solving concave minimization problems with linear constraints with the Tui cut as the basis for the algorithm. Finally, some computational experience is reported for the fixed‐charge transportation problem.
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Branch-and-Bound Methods: A Survey
Eugene L. Lawler, Derek Wood · Operations Research · 1966 · 2K citations
Fixed‐cost transportation problems
Michel Balinski · Naval Research Logistics Quarterly · 1961 · 309 citations