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A systematic extreme point enumeration procedure for fixed charge problem

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Trabajos de estadistica y de investigacion operativa

Abstract

In this paper the fixed charge problem viz: Min\(\sum\limits_{j = 1}^n {(c_j x_j + F_j \delta _j )} \) subject toAX=b, X>-0

$$\delta _j = \left\{ \begin{gathered} 0 if x_j = 0 \hfill \\ 1 if x_j > 0 \hfill \\ \end{gathered} \right.$$

is solved by systematically enumerating extreme points of a linear programming problem viz:

$$Min \sum\limits_{j = 1}^n {(c_j x_j + F_j \delta _j )} $$

subject toAX= b, x j−dj °j≤0, X≥0 °≥0 where ° is an extreme point ofI n °≤1. The technique provides an exact solution of the problem. The theory is supported by a numerical example.

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Puri, M.C., Swarup, K. A systematic extreme point enumeration procedure for fixed charge problem. Trab. Estad. Invest. Oper. 25, 99–108 (1974). https://doi.org/10.1007/BF03030153

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