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Analysis of the convergence rate for the cyclic projection algorithm applied to basic semialgebraic convex sets

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journal contribution
posted on 2025-05-09, 10:48 authored by Jonathan M. Borwein, Guoyin Li, Liangjin Yao
In this paper, we study the rate of convergence of the cyclic projection algorithm applied to finitely many basic semialgebraic convex sets. We establish an explicit convergence rate estimate which relies on the maximum degree of the polynomials that generate the basic semialgebraic convex sets and the dimension of the underlying space. We achieve our results by exploiting the algebraic structure of the basic semialgebraic convex sets.

Funding

ARC

History

Journal title

Siam Journal on Optimization

Volume

24

Issue

1

Pagination

498-527

Publisher

Society for Industrial and Applied Mathematics (SIAM)

Place published

Philadelphia, PA

Language

  • en, English

College/Research Centre

Faculty of Science and Information Technology

School

School of Mathematical and Physical Sciences