The Assignment-Swap Algorithm for Large-scale Transportation Problem with Incomplete Cost Lists

Title & Authors
The Assignment-Swap Algorithm for Large-scale Transportation Problem with Incomplete Cost Lists
Lee, Sang-Un;

Abstract
This paper suggests assignment-swap algorithm with time complexity O(mn) to obtain the optimal solution for large-scale of transportation problem (TP) with incomplete cost lists. Generally, the TP with complete cost lists can be solved with TSM (Transportation Simplex Method). But, we can`t be solved for large-scale of TP with TSM. Especially. It is hard to solve for large-scale TP with incomplete cost lists using TSM. Therefore, experts simply using commercial linear programming package. Firstly, the proposed algorithm applies assignment strategy of transportation quantity to ascending order of transportation cost. Then, we reassign from surplus of supply to shortage of demand. Secondly, we perform the 2-opt and 1-opt swap optimization to obtain the optimal solution. Upon application to $\small{31{\times}15}$ incomplete cost matrix problem, the proposed assignment-swap algorithm more improves the solution than LINGO of commercial linear programming.
Keywords
Transportation problem;Transportation simplex method(TSM);Linear programming;Assignment;Swap optimization;
Language
Korean
Cited by
1.
An Assignment-Balance-Optimization Algorithm for Minimizing Production Cycle Time of a Printed Circuit Board Assembly Line,;

한국컴퓨터정보학회논문지, 2016. vol.21. 2, pp.97-103
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