Fast Algorithm for Design of Spiral Inductor using Genetic Algorithm with Distributed Computing

유전 알고리듬과 분산처리기법을 이용한 스파이럴 인덕터의 고속설계 기법

  • 사기동 (영남대 전자정보공학부) ;
  • 안창회 (영남대 전자정보공학부)
  • Published : 2008.03.01

Abstract

To design a spiral inductor a genetic algorithm is applied with fast computing technique. For the inductance extraction of the given geometry the fast multipole method is used, also the distributed computing technique using 10 personal computers is introduced for the massive computation of the genetic algorithm. A few important design parameters are used as genes for the optimization in the genetic algorithm. The target function is chosen as mean square error of the inductance at several sampling frequency points. A large-scaled inductor is fabricated and compared with the simulated data.

Keywords

References

  1. R. F. Harrington, Field Computation by Moment Methods. New York: Macmillan, 1968.
  2. M. Feliziani and F. Maradei, "Capacitance matrix calculation of a wire conductor line: A new FEM approach," IEEE Trans. Electromagn. Compat., vol. 40, pp. 262-270, Aug. 1998. https://doi.org/10.1109/15.709425
  3. M. Kamon, N. Marques, L. M. Silveira, and J. White, "Automatic generation of accurate circuit models of 3-D interconnect, " IEEE Trans. Comp., Packag., Manufact. Technol. B, vol. 21, pp. 225-240, Aug. 1998.
  4. L. M. Silveira, M. Kamon, I. M. Elfadel, and J. K. White, "A coordinate-transformed Arnoldi algorithm for generating guaranteed stable reduced order models of RLC circuits," in IEEE/ACM Int. Conf. Computer Aided-design, San Jose, CA, Nov. 1996.
  5. M. Kamon, M. J. Tsuk, and J. White, "FASTHENRY: A multipole accelerated 3-D inductance extraction program," IEEE Trans. MTT., vol. 42, no. 9, September 1994.
  6. D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, 1989.
  7. J. H. Holland, Adaptation in National and Artificial Systems, The University of Michigan Press, Ann Arbor, M. I., 1975.
  8. Kuo-Chan Huang and Pei-Chi Wu, "Developing high performance scientific applications in distributed computing environments," Proc. IEEE Fifth Computer Society Workshop Distributed Computing Systems, 28-30, pp.308-312, Aug. 1995.
  9. S. Hariri, J. B. Park, F. K. Yu, M. Parashar and G. C. Fox, "A message passing interface for parallel and distributed computing," in Proc. IEEE 2nd International Symposium High Performance Distributed Computing, 20-23, pp.84-94, July 1993.
  10. Bahl, I. J., Lumped elements for RF and microwave circuits, Artech House, 2003.
  11. Ferril Losee, RF systems, components, and circuits handbook, Artech House, 1997.
  12. Rajesh Mongia, Inder Bahl, Prakash Bhartia, RF and microwave coupled-line circuits, Artech House, 1999.