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Enhanced Computation of the Proximity Operator for Perspective Functions

Author

Listed:
  • Luis M. Briceño-Arias

    (Universidad Técnica Federico Santa María)

  • Cristóbal Vivar-Vargas

    (Universidad Técnica Federico Santa María)

Abstract

In this paper, we provide an explicit expression for the proximity operator of a perspective of any proper lower semicontinuous convex function defined on a Hilbert space. Our computation enhances and generalizes known formulae for the case when the Fenchel conjugate of the convex function has an open domain or when it is radial. We show numerically that our approach is more efficient than previous approaches in the literature and we provide several examples of nonradial functions for which the domain of its conjugate is not open and we compute the proximity operators of their perspectives.

Suggested Citation

  • Luis M. Briceño-Arias & Cristóbal Vivar-Vargas, 2024. "Enhanced Computation of the Proximity Operator for Perspective Functions," Journal of Optimization Theory and Applications, Springer, vol. 200(3), pages 1078-1099, March.
    • Handle: RePEc:spr:joptap:v:200:y:2024:i:3:d:10.1007_s10957-023-02361-7
    DOI: 10.1007/s10957-023-02361-7
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