@article{ddbe15abd6d34472b63c8c9c4daf546a,
title = "Parameter identification of chaotic systems using evolutionary programming approach",
abstract = "This paper is concerned with the parameter identification problem for chaotic systems. An evolutionary programming (EP) approach is newly introduced to solve this problem. The unknown parameters of chaotic systems are taken as a parameter vector, and will be optimally approximated to the exact values of parameters by using the proposed EP algorithm. The unified chaotic systems including Lorenz, L{\"u} and Chen systems are used in an illustrative example to show the validity of the proposed method.",
author = "Chang, {Jen Fuh} and Yang, {Yi Sung} and Liao, {Teh Lu} and Yan, {Jun Juh}",
note = "Funding Information: The author expresses his gratitude to the current and former members of the Group of III-V Semiconductors of the Solar Energy Institute of Madrid (IES-UPM) for their close collaboration and involvement in the subjects covered in this chapter. The author also thanks I. Ant?n and E. Katz for their interesting comments. This work was supported by the European Commission under contract SES6-CT-2003-502620 (FULLSPECTRUM project) and also by means of FEDER funds for scientific infrastructure managed in collaboration by the Spanish Ministry. The Spanish Ministry of Education and Science contributed with the CONSOLIDER-INGENIO 2010 program by means of the GENESIS FV project (CSD2006-004) and also of the research projects with references TEC2004-22300-E and TEC2005-02745. The programme NUMANCIA, financed by the Comunidad de Madrid under contract S-05050/ENE/0310, also supported this work. Funding Information: Another reason for the operation at 1000 suns also derives from our experience in close proximity to manufacture of complete prototype concentrator PV modules which started in 1996. Firstly, we demonstrated the concept of operation at 1000 suns by using an RXI optical concentrator plus a GaAs solar cell [8]. After this remarkable experience financed by the European Commission, in 1999 we received other grant for the industrialization of the concept. The project was called INFLATCOM: “INdustrialization of ultra-FLAT COncentrator Module of high efficiency”. At the beginning of the INFLATCOM project, a fully commercial photovoltaic system at e 2.8/Wp was expected as a result of the proposed industrialization and always above 10MWp of cumulated production. As a result of the project, a cost of e 4.38/Wp was envisaged for the same production volume. Several unpredicted additional costs arose and the operation at 1000 suns appeared to be a key factor in order to offset the unexpected extra costs. Funding Information: Acknowledgement. The author expresses his gratitude to the current and former members of the Group of III-V Semiconductors of the Solar Energy Institute of Madrid (IES-UPM) for their close collaboration and involvement in the subjects covered in this chapter. The author also thanks I. Ant{\'o}n and E. Katz for their interesting comments. This work was supported by the European Commission under contract SES6-CT-2003-502620 (FULLSPECTRUM project) and also by means of FEDER funds for scientific infrastructure managed in collaboration by the Spanish Ministry. The Spanish Ministry of Education and Science contributed with the CONSOLIDER-INGENIO 2010 program by means of the GENESIS FV project (CSD2006-004) and also of the research projects with references TEC2004-22300-E and TEC2005-02745. The programme NUMANCIA, financed by the Comunidad de Madrid under contract S-05050/ENE/0310, also supported this work.",
year = "2008",
month = nov,
doi = "10.1016/j.eswa.2007.09.021",
language = "English",
volume = "35",
pages = "2074--2079",
journal = "Expert Systems With Applications",
issn = "0957-4174",
publisher = "Elsevier Limited",
number = "4",
}