Volume 8, Number 6, 2018, Pages 1863-1885 DOI:10.11948/2018.1863 |
High-order copositive tensors and its applications |
Haibin Chen,Yiju Wang |
Keywords:Copositive tensor, tensor complementarity problem, homogeneous polynomial, tensor eigenvalue, hypergraphs. |
Abstract: |
With the coming of the big data era, high-order high-dimensional structured tensors received much attentions of researchers"" in recent years, and now they are developed into a new research branch in mathematics named multilinear algebra. As a special kind of structured tensor, the copositive tensor receives a special concern due to its wide applications in vacuum stability of a general scalar potential, polynomial optimization, tensor complementarity problem and tensor eigenvalue complementarity problem. In this review, we will give a simple survey on recent advances of high-order copositive tensors and its applications. Some potential research directions in the future are also listed in the paper. |
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