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Utopia point method based robust vector polynomial optimization scheme

Authors :
Han, Tianyi
Jiao, Liguo
Lee, Jae Hyoung
Yin, Junping
Publication Year :
2022

Abstract

In this paper, we focus on a class of robust vector polynomial optimization problems (RVPOP in short) without any convex assumptions. By combining/improving the utopia point method (a nonlinear scalarization) for vector optimization and "joint+marginal" relaxation method for polynomial optimization, we solve the RVPOP successfully. Both theoratical and computational aspects are considered.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2209.04885
Document Type :
Working Paper
Full Text :
https://doi.org/10.1007/s10898-023-01321-9