论文标题

基于乌托邦点方法的鲁棒矢量多项式优化方案

Utopia point method based robust vector polynomial optimization scheme

论文作者

Han, Tianyi, Jiao, Liguo, Lee, Jae Hyoung, Yin, Junping

论文摘要

在本文中,我们专注于一类强大的矢量多项式优化问题(简而言之RVPOP),而没有任何凸面假设。通过结合/改进矢量优化的乌托邦点法(非线性标量化)和用于多项式优化的“关节+边缘”弛豫方法,我们成功地求解了RVPOP。都考虑了理论和计算方面。

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.

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