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3
Nonlinear convex inequalities can be converted to LMI form using Schur
complements.
Schur Complenment
Q
(a)  T
S
S
>0
R 
if and only if
and Q − SR −1S T > 0 .
R>0
Q
(b)  T
S
S
>0
R 
if and only if
Q>0
Proof:
(4.3a)
and R − S T Q −1S > 0 .
(4.3b)