A Rough Evolutionary Approach to Non-Parametric System Identification
LIU Jianqin
LIU Juan
CAI Zixing
Abstract：This paper proposes a rough evolutionary approach to non-parametric system identification. The approach consists of EC(Evolutionary Computation) embedded with ApEn, evolutionary rough set, combinatorial ES (Evolutionary Strategy) based on information theory and robust non-parametric identification. This method has been used to identify the Logistic equation and it has been proven a useful technique in real-time system, especially household electric appliances. The result of the experiment shows that our method is practical and efficient.
Keywords：evolutionary computationrough setnon-parametric system identification
Publication Date：2000-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：5( 405-409 )