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Computer Aided Design of a Layout of Planar Circuits by Means of Evolutionary Algorithms

Jaroslaw Arabas ; Warsaw University of Technology, Faculty of Electronics and Information Technology, Warszawa, Poland
Przemyslaw Miazga ; Warsaw University of Technology, Faculty of Electronics and Information Technology, Warszawa, Poland

Puni tekst: engleski, pdf (6 MB) str. 61-76 preuzimanja: 35* citiraj
APA 6th Edition
Arabas, J. i Miazga, P. (1999). Computer Aided Design of a Layout of Planar Circuits by Means of Evolutionary Algorithms. Journal of computing and information technology, 7 (1), 61-76. Preuzeto s https://hrcak.srce.hr/150200
MLA 8th Edition
Arabas, Jaroslaw i Przemyslaw Miazga. "Computer Aided Design of a Layout of Planar Circuits by Means of Evolutionary Algorithms." Journal of computing and information technology, vol. 7, br. 1, 1999, str. 61-76. https://hrcak.srce.hr/150200. Citirano 18.07.2019.
Chicago 17th Edition
Arabas, Jaroslaw i Przemyslaw Miazga. "Computer Aided Design of a Layout of Planar Circuits by Means of Evolutionary Algorithms." Journal of computing and information technology 7, br. 1 (1999): 61-76. https://hrcak.srce.hr/150200
Harvard
Arabas, J., i Miazga, P. (1999). 'Computer Aided Design of a Layout of Planar Circuits by Means of Evolutionary Algorithms', Journal of computing and information technology, 7(1), str. 61-76. Preuzeto s: https://hrcak.srce.hr/150200 (Datum pristupa: 18.07.2019.)
Vancouver
Arabas J, Miazga P. Computer Aided Design of a Layout of Planar Circuits by Means of Evolutionary Algorithms. Journal of computing and information technology [Internet]. 1999 [pristupljeno 18.07.2019.];7(1):61-76. Dostupno na: https://hrcak.srce.hr/150200
IEEE
J. Arabas i P. Miazga, "Computer Aided Design of a Layout of Planar Circuits by Means of Evolutionary Algorithms", Journal of computing and information technology, vol.7, br. 1, str. 61-76, 1999. [Online]. Dostupno na: https://hrcak.srce.hr/150200. [Citirano: 18.07.2019.]

Sažetak
In this paper we focus on a real-life application of Evolutionary Algorithms (EA) to the design of Radio and Microwave Frequency (RF& M) circuits. The task is to find a shape of a circuit that meets certain electrical and technological requirements. Additionally, manufacturing cost should also influence the evaluation of the design. Several methods, those based on the circuit theory as well as on numerical optimization, work quite effectively for many typical applications. However, with complicated tasks improved hybrid algorithms are needed that combine better topology search (for shape finding) with continuous parameter optimization. In this contribution, we overview Evolutionary Algorithms that have been used for the task, and propose a new approach. These approaches differ in encoding method and genetic operators. We provide experimental verification of the proposed approach, and discuss several example designs yielded by the method.

Ključne riječi
evolutionary algorithms

Hrčak ID: 150200

URI
https://hrcak.srce.hr/150200

Posjeta: 60 *