A Novel Genetic Programming Approach for Frequency-dependent Modeling

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@Article{RahimiPordanjani:2012:ieeeTEC,

• author = "Iraj {Rahimi Pordanjani} and Hooman {Erfanian Mazin} and Wilsun Xu",
• title = "A Novel Genetic Programming Approach for Frequency-dependent Modeling",
• journal = "IEEE Transactions on Evolutionary Computation",
• year = "2013",
• volume = "17",
• number = "3",
• pages = "353--367",
• month = jun,
• keywords = "genetic algorithms, genetic programming, Equivalent electric circuit, Frequency-dependent modelling, Frequency-domain response, Rational approximation",
• URL = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6194300",
• DOI = "doi:10.1109/TEVC.2012.2197400",
• ISSN = "1089-778X",
• size = "15 pages",
• abstract = "Frequency-dependent modelling of devices and systems is a common practice in several fields such as power systems, microwave systems, and electronic systems. The modelling process usually involves converting the tabulated frequency-response data into a compact equivalent circuit model. The main drawback of the currently existing methods such as vector fitting is that the obtained model is often non-passive, leading to unstable simulations. In order to overcome this problem, this paper proposes a Genetic Programming (GP) approach to generate equivalent circuits with guaranteed passivity. The proposed method starts with a non-optimal initial equivalent circuit. Both the elements and topology of this circuit are then evolved by the proposed GP-based method, and an accurate equivalent circuit is obtained. Key ideas and detailed algorithms are presented in this paper. Finally, the performance of the proposed method is verified by using different case studies.",
• notes = "TEVC-00352-2010.R2 Also known as \cite{6194300}",

}

Genetic Programming entries for Iraj Rahimi Pordanjani Hooman Erfanian Mazin Wilsun Xu

Citations