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math.OC2018
A New Sparse SOS Decomposition Algorithm Based on Term Sparsity
Jie Wang, Haokun Li, Bican Xia
A new sparse SOS decomposition algorithm is proposed based on a new sparsity pattern, called cross sparsity patterns. The new sparsity pattern focuses on the sparsity of terms and…
cs.SC2018
Block SOS Decomposition
Haokun Li, Bican Xia
A widely used method for solving SOS (Sum Of Squares) decomposition problem is to reduce it to the problem of semi-definite programs (SDPs) which can be efficiently solved in theor…