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Academy of Mathematics and Systems Science, CAS
Colloquia & Seminars

Speaker:

Jiawang Nie,University of California

Inviter: 戴彧虹 研究员
Title:
Tight relaxations for polynomial optimization
Time & Venue:
2018.12.13 10:30 N202
Abstract:

We propose tight semidefinite relaxations for polynomial optimization. The optimality conditions are investigated. We show that generally Lagrange multipliers can be expressed as polynomial functions in decision variables over the set of critical points. The polynomial expressions can be determined by linear equations. Based on these expressions, new Lasserre type semidefinite relaxations are constructed for solving polynomial optimization. We show that the hierarchy of new relaxations has finite convergence, or equivalently, the new relaxations are tight for a finite relaxation order.

 

 

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