An algorithm for portfolio optimization with variable transaction costs, Part 2: Computational analysis

An algorithm for portfolio optimization with variable transaction costs, Part 2: Computational analysis

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Article ID: iaor20083594
Country: Netherlands
Volume: 135
Issue: 3
Start Page Number: 531
End Page Number: 547
Publication Date: Dec 2007
Journal: Journal of Optimization Theory and Applications
Authors: ,
Keywords: programming: convex
Abstract:

In Part 1 of this paper, we introduced a (2K+1)n-dimensional portfolio optimization problem with variable transaction costs taken into account. We presented a method for solving the (2K+1)n-dimensional problem by solving a sequence of n-dimensional optimization problems accounting for the transaction costs implicitly rather than explicitly. In Part 2, we propose a degeneracy resolving rule, present computational results comparing our method with the interior-point optimizer of Mosek, well known for its speed and efficient use of sparsity, and also address the efficiency of the new method.

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