1. An exact separation algorithm for unsplittable flow capacitated network design arc-set polyhedron
- Author
-
Wei-Kun Chen, Mu-Ming Yang, Yu-Hong Dai, and Liang Chen
- Subjects
Mathematical optimization ,021103 operations research ,Control and Optimization ,Separation algorithm ,Applied Mathematics ,0211 other engineering and technologies ,02 engineering and technology ,Management Science and Operations Research ,90C11, 90C27 ,Computer Science Applications ,Arc (geometry) ,Set (abstract data type) ,Network planning and design ,Polyhedron ,Flow (mathematics) ,Optimization and Control (math.OC) ,TheoryofComputation_ANALYSISOFALGORITHMSANDPROBLEMCOMPLEXITY ,FOS: Mathematics ,Substructure ,Mathematics - Optimization and Control ,MathematicsofComputing_DISCRETEMATHEMATICS ,Mathematics ,Separation problem - Abstract
In this paper, we concentrate on generating cutting planes for the unsplittable capacitated network design problem. We use the unsplittable flow arc-set polyhedron of the considered problem as a substructure and generate cutting planes by solving the separation problem over it. To relieve the computational burden, we show that, in some special cases, a closed form of the separation problem can be derived. For the general case, a brute-force algorithm, called exact separation algorithm, is employed in solving the separation problem of the considered polyhedron such that the constructed inequality guarantees to be facet-defining. Furthermore, a new technique is presented to accelerate the exact separation algorithm, which significantly decreases the number of iterations in the algorithm. Finally, a comprehensive computational study on the unsplittable capacitated network design problem is presented to demonstrate the effectiveness of the proposed algorithm., 35 pages, 1 figure, accepted for publication in Journal of Global Optimization
- Published
- 2021