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math.OC2009
Regularization Methods for SDP Relaxations in Large Scale Polynomial Optimization
Jiawang Nie, Li Wang
We study how to solve semidefinite programming relaxations for large scale polynomial optimization. When interior-point methods are used, typically only small or moderately large p…
math.OC2009
Polynomial Matrix Inequality and Semidefinite Representation
Jiawang Nie
Consider a convex set S defined by a matrix inequality of polynomials or rational functions over a domain. The set S is called semidefinite programming (SDP) representable or just…