
doi: 10.1137/1034048
Summary: A unified treatment of algorithms is described for linear programming methods based on the central path. This path is a curve along which the cost decreases, and that stays always far from the boundary of the feasible set. Several parameterizations of this curve are described in primal and primal-dual problems, and it is shown how different algorithms are obtained by following the curve using different parameterizations. Polynomial algorithms are obtained by following the curve approximately, and this concept becomes precise by using explicit rules for measuring the proximity of a point in relation to the central path.
polynomial algorithms, interior point methods, Linear programming, Computational methods for problems pertaining to operations research and mathematical programming, path-following algorithms, central path
polynomial algorithms, interior point methods, Linear programming, Computational methods for problems pertaining to operations research and mathematical programming, path-following algorithms, central path
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