Using Genetic Algorithms for Device Modeling

被引：12

作者：

Cabral, Hermano A. ^{[1
]}

de Melo, M. T. ^{[1
]}

机构：

[1] Univ Fed Pernambuco, Dept Elect & Syst, BR-50740530 Recife, PE, Brazil

来源：

IEEE TRANSACTIONS ON MAGNETICS | 2011年 / 47卷 / 05期

关键词：

Genetic algorithms; microstrip; microwave circuits; modeling; OPTIMIZATION; EXTRACTION;

D O I：

10.1109/TMAG.2010.2099107

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper, genetic algorithms are used to find the optimal values for the lumped elements of a given discrete model such that its response best match the modeled device's response. A novel objective function is used by the algorithm which is suited for matching responses with pairs of conjugate poles or zeroes. By applying the method for different values of the device's parameters, the relationship between the model's and the device's parameters can be found. An application of the method to a bandpass filter shows that it can give quite precise results.

引用

页码：1322 / 1325

页数：4

共 10 条

[1]

[Anonymous], 1989, CHOICE REV ONLINE, DOI DOI 10.5860/CHOICE.27-0936

[2] A NOVEL DUPLEXER FOR UMTS APPLICATIONS BASED ON A CROSS-COUPLED FILTER [J].

Cabral, H. A. ;

Bezerra, S. T. G. ;

de Melo, M. T. .

MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2010, 52 (12) :2792-2795

[3] GENETIC ALGORITHM OPTIMIZATION OF MULTI-PEAK PROBLEMS - STUDIES IN CONVERGENCE AND ROBUSTNESS [J].

KEANE, AJ .

ARTIFICIAL INTELLIGENCE IN ENGINEERING, 1995, 9 (02) :75-83

[4]

Kuo F. F., 1966, NETWORK ANAL SYNTHES

[5] Coupling matrix synthesis of cross-coupled microwave filters using a hybrid optimisation algorithm [J].

Nicholson, G. L. ;

Lancaster, M. J. .

IET MICROWAVES ANTENNAS & PROPAGATION, 2009, 3 (06) :950-958

[6]

Pozar DM, 2005, MICROWAVE ENG

[7] An efficient systematic approach to model extraction for passive microwave circuits [J].

Timmins, I ;

Wu, KL .

IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2000, 48 (09) :1565-1573

[8] Extraction of SPICE-type equivalent circuits of microwave components and discontinuities using the genetic algorithm optimization technique [J].

Werner, PL ;

Mittra, R ;

Werner, DH .

IEEE TRANSACTIONS ON ADVANCED PACKAGING, 2000, 23 (01) :55-61

[9] A GA-based optimization scheme for extracting the equivalent-circuit models of spiral inductors embedded in a multilayer structure [J].

Yeo, J ;

Mittra, R .

INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING, 2005, 15 (01) :92-101

[10] Application of the genetic algorithm in modeling RF on-chip inductors [J].

Zhen, C ;

Lihui, G .

IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2003, 51 (02) :342-346

← 1 →