Finite termination of the extended simplex procedure for non-completely-positive matrices
Finite termination of the extended simplex procedure for non-completely-positive matrices
Let be a matrix that is not completely positive. A separating witness for is a matrix such that . Procedure~ is the extended pivoting procedure described in the paper.
Finite-termination conjecture. For , Procedure~ with a suitable pivot rule in Step~2(b) ends after finitely many iterations with a separating witness .
The conjecture asserts finite termination with a certificate whenever the input lies outside the completely positive cone. The paper does not establish whether the procedure can fail to provide a separating witness after finitely many iterations, and leaves the existence of a suitable pivot rule open.
Sources & referencesView supporting material
Primary source
Mathieu Dutour Sikirić, Achill Schürmann and Frank Vallentin, “A simplex algorithm for rational cp-factorization”, arXiv:1807.01382 (2020).
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