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IFAC-PapersOnLine • Vol 50 • No 1
Gray Box Identification Using Difference of Convex Programming
July 2017 • Chengpu Yu, Lennart Ljung, Michel Verhaegen
<p>Gray-box identification is prevalent in modeling physical and networked systems. However, due to the non-convex nature of the gray-box identification problem, good initial parameter estimates are crucial for a successful application. In this paper, a new identification method is proposed by exploiting the low-rank and structured Hankel matrix of impulse response. This identification problem is recasted into a difference-of-convex programming problem, which is then solved by the sequential convex programmi…
System Identification
Impulse Response
Barbara Kingsolver
Mathematics
Computer Science
Algorithm
Botany
Mathematical Analysis
Geometry
Programming Language
Biology
Database
Parameter