Alternative SDP and SOCP approximations for polynomial optimization

In theory, hierarchies of semidefinite programming (SDP) relaxations based on sum of squares (SOS) polynomials have been shown to provide arbitrarily close approximations for a general polynomial optimization problem (POP). However, due to the computational challenge of solving SDPs, it becomes diff...

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Autores principales: Xiaolong Kuang, Bissan Ghaddar, Joe Naoum-Sawaya, LuisF. Zuluaga
Formato: article
Lenguaje:EN
Publicado: Elsevier 2019
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Acceso en línea:https://doaj.org/article/3e521043222c4f23ad2ab9727edb1587
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