Efficient Positive Semidefinite Matrix Approximation by Iterative Optimisations and Gradient Descent Method

We devise two algorithms for approximating solutions of PSDisation, a problem in actuarial science and finance, to find the nearest valid correlation matrix that is positive semidefinite (PSD). The first method converts the PSDisation problem with a positive semidefinite constraint and other linear...

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Bibliographic Details
Main Authors: Vali Asimit, Runshi Wang, Feng Zhou, Rui Zhu
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Risks
Subjects:
Online Access:https://www.mdpi.com/2227-9091/13/2/28