The Mizuno–Todd–Ye algorithm in a larger neighborhood of the central path

The Mizuno–Todd–Ye algorithm in a larger neighborhood of the central path

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Article ID: iaor20032060
Country: Netherlands
Volume: 143
Issue: 2
Start Page Number: 257
End Page Number: 267
Publication Date: Dec 2002
Journal: European Journal of Operational Research
Authors:
Keywords: interior point methods
Abstract:

The Mizuno–Todd–Ye predictor–corrector method based on two neighborhoods D(α) ⊂ D(α) of the central path of a monotone homogeneous linear complementarity problem is analyzed, where D(α) is composed of all feasible points with δ-proximity to the central path less than or equal to α. The largest allowable value for α is ≈1.76. For a specific choice of α and α a lower bound of χn/√(n) is obtained for the stepsize along the affine-scaling direction, where χn has an asymptotic value greater than 1.08. For n ≥ 400 it is shown that χn > 1.05. The algorithm has O(√(n)L)-iteration complexity under general conditions and quadratic convergence under the strict complementarity assumption.

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