Piecewise SOS-convex moment optimization and applications via exact semi-definite programs

This paper presents exact Semi-Definite Program (SDP) reformulations for infinite-dimensional moment optimization problems involving a new class of piecewise Sum-of-Squares (SOS)-convex functions and projected spectrahedral support sets. These reformulations show that solving a single SDP finds the...

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Bibliographic Details
Main Authors: Q.Y. Huang, V. Jeyakumar, G. Li
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:EURO Journal on Computational Optimization
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Online Access:http://www.sciencedirect.com/science/article/pii/S219244062400011X
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