Positive semidefinite matrix completions on chordal graphs and constraint nondegeneracy in semidefinite programming |
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Authors: | Houduo Qi |
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Affiliation: | School of Mathematics, The University of Southampton, Highfield, Southampton SO17 1BJ, UK |
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Abstract: | Let G=(V,E) be a graph. In matrix completion theory, it is known that the following two conditions are equivalent: (i) G is a chordal graph; (ii) Every G-partial positive semidefinite matrix has a positive semidefinite matrix completion. In this paper, we relate these two conditions to constraint nondegeneracy condition in semidefinite programming and prove that they are each equivalent to (iii) For any G-partial positive definite matrix that has a positive semidefinite completion, constraint nondegeneracy is satisfied at each of its positive semidefinite matrix completions. |
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Keywords: | 90C25 90C27 90C33 |
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