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USING SEEKER OPTIMIZATION ALGORITHM TO DESIGN M-STUB IMPEDANCE MATCHING CIRCUITS

Year 2021, Volume: 4 Issue: 2, 178 - 187, 31.12.2021

Abstract

This work applies a newly developed evolutionary optimization algorithm named as Seeker Optimization Algorithm for designing broad band matching circuits that maximally match different load impedances to transmission lines in a pre-described range of frequencies. SO algorithm has been verified to be very effective in finding the solutions for such multi-objective functions. Herein the design process aims to select the values and the places of the matching impedances between loads and transmission lines under specific constraints. The obtained results have been compared to those in the literature to verify the enhancement in the performance.

References

  • [1]. D. M. Pozar, Microwave engineering. New York: John Wiley & Sons, Inc., 3rd edition, 2005.
  • [2]. Ulker S. Particle swarm optimization application to microwave circuits. Microwave and Optical Technology Letters 2008; 50 (5): 1333–1336.
  • [3]. Deniz E, Ulker S. Clonal selection algorithm application to simple microwave matching network. Microwave and Optical Technology Letters 2011; 53 (5): 991–993.
  • [4]. C. Dai, W. Chen and Y. Zhu, "Seeker Optimization Algorithm," in International Conference on Computational Intelligence and Security, Guangzhou, China, 2006.
  • [5]. Michalewicz. Z, “Seeker Optimization Algorithm for Digital IIR Filter Design”, IEEE Transactions on Industrial Electronics, vol. 57, pp. 1710 - 1718, 2010.
  • [6]. Chaohua Dai, Weirong Chen, Yunfang Zhu and Xuexia Zhang, “Seeker Optimization Algorithm for Optimal Reactive Power Dispatch”. IEEE Transactions on Power Systems, vol. 24, pp. 1218 – 1231, 2009.
  • [7]. Abbas Ketabi and Mohammad Javad Navardi “Optimization Shape of Variable-Capacitance Micromotor Using Seeker Optimization Algorithm.” Journal of Electrical Engineering & Technology Vol. 7, No. 2, pp. 212~220, 2012.
  • [8]. Lv Z., Zhang J., Wang S., Li T. (2019) Optimal Design of Magnetic Shielding Device Based on Seeker Optimization Algorithm. In: Deng K., Yu Z., Patnaik S., Wang J. (eds) Recent Developments in Mechatronics and Intelligent Robotics. ICMIR 2018. Advances in Intelligent Systems and Computing, vol 856. 2019
  • [9]. Regoli C. Impedance matching by using a multi-stub system. Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, Beijing, China 2007; 15-17.
  • [10]. Moreno E, Vazquez J, Baneira-Gomez M. Matching in transmission lines with N stubs: analytic development and computational treatment. Int. J. Elect. Enging. Educ. 1999; 36: 154–162.
  • [11]. Formato R. New techniques for increasing antenna bandwidth with impedance loading. Progress In Electromagnetics Research B 2011; 29 : 269-288.
  • [12]. Formato R. Improving bandwidth of Yagi-Uda Arrays. Wireless Engineering and Technology 2012; 3: 18-24.
  • [13]. K. Guney and S. Basbug, "Seeker optimization algorithm for interference suppression of linear antenna arrays by controlling position‐only, phase‐only, and amplitude‐only," International Journal of RF and Microwave Computer-Aided Engineering, vol. 21, no. 5, pp. 505-518, 2011.
  • [14]. M. Wooldridge and N. R. Jennings, "Intelligent agents: Theory and practice," The Knowledge Engineering Review, vol. 10, no. 2, pp. 115-152, 1995.
  • [15]. J. D. Hewlett, B. M. Wilamowski and G. Dundar, "Optimization Using a Modified Second-Order Approach With Evolutionary Enhancement," IEEE Transactions on Industrial Electronics, vol. 55, no. 9, pp. 3374-3380, 2008.
  • [16]. V. Kumar and F. Sahin, "Cognitive maps in swarm robots for the mine detection application," in SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics., Washington, DC, 2003.
  • [17]. B. Raphael and I. F. C. Smith, "A direct stochastic algorithm for global search," Applied Mathematics and Computation, vol. 146, no. 2-3, pp. 729-758, 2003.
  • [18]. L. A. Zadeh, "The concept of a linguistic variable and its application to approximate reasoning," Information Sciences, vol. 8, no. 3, pp. 199-249, 1975.
  • [19]. D. Li, D. Cheung, X. Shi and V. Ng, "Uncertainty reasoning based on cloud models in controllers," Computers & Mathematics with Applications, vol. 35, no. 3, pp. 99-123, 1998.
Year 2021, Volume: 4 Issue: 2, 178 - 187, 31.12.2021

Abstract

References

  • [1]. D. M. Pozar, Microwave engineering. New York: John Wiley & Sons, Inc., 3rd edition, 2005.
  • [2]. Ulker S. Particle swarm optimization application to microwave circuits. Microwave and Optical Technology Letters 2008; 50 (5): 1333–1336.
  • [3]. Deniz E, Ulker S. Clonal selection algorithm application to simple microwave matching network. Microwave and Optical Technology Letters 2011; 53 (5): 991–993.
  • [4]. C. Dai, W. Chen and Y. Zhu, "Seeker Optimization Algorithm," in International Conference on Computational Intelligence and Security, Guangzhou, China, 2006.
  • [5]. Michalewicz. Z, “Seeker Optimization Algorithm for Digital IIR Filter Design”, IEEE Transactions on Industrial Electronics, vol. 57, pp. 1710 - 1718, 2010.
  • [6]. Chaohua Dai, Weirong Chen, Yunfang Zhu and Xuexia Zhang, “Seeker Optimization Algorithm for Optimal Reactive Power Dispatch”. IEEE Transactions on Power Systems, vol. 24, pp. 1218 – 1231, 2009.
  • [7]. Abbas Ketabi and Mohammad Javad Navardi “Optimization Shape of Variable-Capacitance Micromotor Using Seeker Optimization Algorithm.” Journal of Electrical Engineering & Technology Vol. 7, No. 2, pp. 212~220, 2012.
  • [8]. Lv Z., Zhang J., Wang S., Li T. (2019) Optimal Design of Magnetic Shielding Device Based on Seeker Optimization Algorithm. In: Deng K., Yu Z., Patnaik S., Wang J. (eds) Recent Developments in Mechatronics and Intelligent Robotics. ICMIR 2018. Advances in Intelligent Systems and Computing, vol 856. 2019
  • [9]. Regoli C. Impedance matching by using a multi-stub system. Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, Beijing, China 2007; 15-17.
  • [10]. Moreno E, Vazquez J, Baneira-Gomez M. Matching in transmission lines with N stubs: analytic development and computational treatment. Int. J. Elect. Enging. Educ. 1999; 36: 154–162.
  • [11]. Formato R. New techniques for increasing antenna bandwidth with impedance loading. Progress In Electromagnetics Research B 2011; 29 : 269-288.
  • [12]. Formato R. Improving bandwidth of Yagi-Uda Arrays. Wireless Engineering and Technology 2012; 3: 18-24.
  • [13]. K. Guney and S. Basbug, "Seeker optimization algorithm for interference suppression of linear antenna arrays by controlling position‐only, phase‐only, and amplitude‐only," International Journal of RF and Microwave Computer-Aided Engineering, vol. 21, no. 5, pp. 505-518, 2011.
  • [14]. M. Wooldridge and N. R. Jennings, "Intelligent agents: Theory and practice," The Knowledge Engineering Review, vol. 10, no. 2, pp. 115-152, 1995.
  • [15]. J. D. Hewlett, B. M. Wilamowski and G. Dundar, "Optimization Using a Modified Second-Order Approach With Evolutionary Enhancement," IEEE Transactions on Industrial Electronics, vol. 55, no. 9, pp. 3374-3380, 2008.
  • [16]. V. Kumar and F. Sahin, "Cognitive maps in swarm robots for the mine detection application," in SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics., Washington, DC, 2003.
  • [17]. B. Raphael and I. F. C. Smith, "A direct stochastic algorithm for global search," Applied Mathematics and Computation, vol. 146, no. 2-3, pp. 729-758, 2003.
  • [18]. L. A. Zadeh, "The concept of a linguistic variable and its application to approximate reasoning," Information Sciences, vol. 8, no. 3, pp. 199-249, 1975.
  • [19]. D. Li, D. Cheung, X. Shi and V. Ng, "Uncertainty reasoning based on cloud models in controllers," Computers & Mathematics with Applications, vol. 35, no. 3, pp. 99-123, 1998.
There are 19 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

Uğurcem Hasar

Mona Alfaqawı

Publication Date December 31, 2021
Acceptance Date December 31, 2021
Published in Issue Year 2021 Volume: 4 Issue: 2

Cite

APA Hasar, U., & Alfaqawı, M. (2021). USING SEEKER OPTIMIZATION ALGORITHM TO DESIGN M-STUB IMPEDANCE MATCHING CIRCUITS. The International Journal of Materials and Engineering Technology, 4(2), 178-187.