Exploiting sparsity in the coefficient matching conditions in sum-of-squares programming using ADMM

Exploiting sparsity in the coefficient matching conditions in sum-of-squares programming using ADMM

This letter introduces an efficient first-order method based on the alternating direction method of multipliers (ADMM) to solve semidefinite programs arising from sum-of-squares (SOS) programming. We exploit the sparsity of the coefficient matching conditions when SOS programs are formulated in the...

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Bibliografiske detaljer
Main Authors:	Zheng, Y, Fantuzzi, G, Papachristodoulou, A
Format:	Journal article
Udgivet:	IEEE 2017

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