Parametrization of all stabilizing controllers via quadratic Lyapunov functions
Journal of Optimization Theory and Applications
NP-Hardness of Some Linear Control Design Problems
SIAM Journal on Control and Optimization
Parameterized LMIs in Control Theory
SIAM Journal on Control and Optimization
Global Optimization with Polynomials and the Problem of Moments
SIAM Journal on Optimization
Convex Optimization
GloptiPoly 3: moments, optimization and semidefinite programming
Optimization Methods & Software - GLOBAL OPTIMIZATION
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The paper studies optimization problems with polynomial objective functions and constraints in the form of inequalities. We propose a transformation of the solution method based on the theory of moments. This transformation allows to construct equivalent solution algorithms in the augmented original search space instead of the space of moments. Onedimensional optimization problems are explored in detail.