A new search direction for full-Newton step infeasible interior-point method in linear optimization

Abstract

In this paper, we study an infeasible interior-point method for linear optimization with full-Newton step. The introduced method uses an algebraic equivalent transformation on the centering equation of the system which defines the central path. We prove that the method finds an $\varepsilon$-optimal solution of the underlying problem in polynomial time.