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The generalized simplex method for minimizing a linear form under linear inequality restraints

George B. Dantzig, Alexander Orden, Philip Wolfe

Pacific Journal of Mathematics · 1955 · 570 citations · 24 references

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Abstract

Background and summary. The determination of "optimum" solutions of systems of linear inequalities is assuming increasing importance as a tool for mathematical analysis of certain problems in economics, logistics, and the theory of games [l;5] The solution of large systems is becoming more feasible with the advent of high-speed digital computers; however, as in the related problem of inversion of large matrices, there are difficulties which remain to be resolved connected with rank. This paper develops a theory for avoiding assumptions regarding rank of underlying matrices which has import in applications where little or nothing is known about the rank of the linear inequality system under consideration.

References

24

Activity Analysis of Production and Allocation

O. H. Brownlee, Tjalling C. Koopmans · Econometrica · 1952

+9

1.4K citations

Contributions to the Theory of Games

Herman Rubin, H. W. Kuhn, A. W. Tucker · Econometrica · 1952

+6

1.2K citations

The generalized simplex method for minimizing a linear form under linear inequality restraints

George B. Dantzig, Alexander Orden, Philip Wolfe · Pacific Journal of Mathematics · 1955

570 citations