A new polynomial-time algorithm for linear programming
Combinatorica
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Linear programming deals with the problem of minimizing or maximizing a linear function in the presence of linear constraints. The popularity of linear programming can be attributed to many factors such as the ability to model large problems, and the ability to solve large problems in a reasonable amount of time. Lots of real world problems can be formulated as linear programs. The explosion in computational power of hardware has made it possible to solve large-scale linear problems in personal computers.