Infinite-dimensional semidefinite programming:
regularized determinants and self-concordant barriers
Leonid Faybusovich
We discuss possible approaches to generalizations of the semidefinite
programming in a more general context of the infinite-dimensional version
of the Nesterov-Nemirovsky scheme. Examples of infinite-dimensional operator
domains for which there exist self-concordant barriers are presented. The key
notion of the regularized determinant is used to construct self-concordant
barriers.
University of Notre Dame, May, 1996
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