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REFERENCES

1 
Balanis, C. A., Antenna Theory and Design, 3$^{\mathrm{rd}}$ Edition, John Willey & Sons, Inc., 2005.URL
2 
Ramesh Garg, Microstrip Antenna design handbook, Artech House, 2001.URL
3 
Genetic Algorithms in Electromagnetics, Randy L Haupt, Douglas H Werner, John Willey & sons, 2007.URL
4 
J. H. Holland, Adaptation in Natural and Artificial Systems. AnnArbor, MI: Univ. Michigan, 1975.URL
5 
Balanis, C. A., Modern Antenna Handbook, 1st Edition, John Wiley & Sons, Inc., 2008.URL
6 
J. Michael Johnson and Yahya Rahmat-Samii ``Genetic algorithm optimization and its application to antenna design,'' in Proc. IEEE Antennas Propagation Society Int. Symp., Seattle, WA, pp. 326-329, June 1994.URL
7 
Weile, D.S. and Michielssen, E., "Genetic algorithm optimization applied to electromagnetics: A review," IEEE Transactions on Antennas and Propagation, Vol. 45, No. 3, (1997), pp. 343-353.URL
8 
Manoj B, Stephen Rodriguez. "Genetic Algorithm Optimization of MicroStrip Patch Antenna Dimensions for Enhanced Bandwidth, Accurate Operating Frequency and Return Loss", 2021 Sixth International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), 2021.URL
9 
B Manoj, Stephen Rodriguez. "Optimization of MicroStrip Patch Antenna Dimensions for Enhanced Bandwidth, Operating Frequency, Return Loss and Feed Width using Genetic Algorithm", 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS), 2021.URL
10 
Soontornpipit, P., Furse C.M. and Chung, Y. C., "Miniaturized biocompatible microstrip antenna using genetic algorithms", IEEE Transactions on Antennas and Propagation, Vol. 53, No. 6, (2005), pp. 1939-1945.DOI
11 
Lotfi, AA and Kashani, F.H., "Bandwidth optimization of the E-shaped microstrip antenna using the genetic algorithm based on fuzzy decision making", Antennas and Propagation Society International Symposium, Vol. 3, (2004), 2333-2336.URL
12 
JMJW Jayasinghe, D.N. Uduwawala, ``A Broadband Triple-Frequency Patch Antenna for WLAN Applications Using Genetic Algorithm Optimization'', 7th IEEE International Conference on Industrial and Information Systems, pp. 1-4, 2012.URL
13 
Jayasinghe, J. M. J. W., Anguera, J., Uduwawala, D. N., & And\'{u}jar, A. (2015). Nonuniform Overlapping Method in Designing Microstrip Patch Antennas Using Genetic Algorithm Optimization. International Journal of Antennas and Propagation, 2015.URL
14 
De Sena, F. das C. B., da Silva, J. P., Pereira, J. P. P., & Guimar\~{a}es, \'{A}. de O. (2016). Inset-fed rectangular microstrip antenna optimized by genetic algorithm. Microwave and Optical Technology Letters, 59(1), 105-109.DOI
15 
Sun, S., Yinghua, L.V. and Zhang, J., "The Application of Genetic Algorithm Optimization in Broadband Microstrip antenna Design", Antennas and Propagation Society International Symposium, (2010), pp. 1-4.URL
16 
Zhang, C. J., Xia Yang, C., & Tong, M. S. (2019). An Improved Genetic Algorithm for Multiband Microstrip Antenna Design. 2019 Photonics & Electromagnetics Research Symposium - Fall (PIERS - Fall).URL
17 
Harmonic suppression using optimisedhexagonal defected ground structure by genetic algorithm, Francisco das Chagas Barbosa de Sena, Jos\'{e} Patroc\'{i}nio da Silva, ET Microw. Antennas Propag., 2018, Vol. 12 Iss. 10, pp. 1645-1648.URL
18 
Design of Frequency Reconfigurable Patch Antennas with Defected Ground Structures Using Genetic Algorithm by F. Zadehparizi&Sh. Jam, Iranian Journal of Science and Technology, Transactions of Electrical Engineering volume 42, pages 485-491 (2018)URL
19 
Poveda-Pulla, D. F., Vicente Dominguez-Paute, J., Guerrero-Vasquez, L. F., Andres Chasi-Pesantez, P., Ordonez-Ordonez, J. O., & Esteban Vintimilla-Tapia, P. (2018). Optimization designs in patch antennas using nature-inspired metaheuristic algorithms: A review. 2018 IEEE Biennial Congress of Argentina (ARGENCON).URL
20 
Johnson, J. M., & Rahmat-Samii, Y. (1999). Genetic algorithms and method of moments (GA/MOM) for the design of integrated antennas. IEEE Transactions on Antennas and Propagation, 47(10), 1606-1614.URL
21 
A dual-band compact microstrip patch antenna for 403.5 MHz and 2.45 GHz on-body communications Pichitpong Soontornpipit, Department of Biostatistics, Faculty of Public Health, Mahidol University, Bangkok, 10400, Thailand - 2016 International Electrical Engineering Congress IEECON 2016, 2-4 March 2016, Chiang Mai, Thailand.DOI
22 
Patch Antenna Shape Design Using the Genetic Algorithm by Sung Moon Song, Cheolwoong Kim, Heeseung Lee and Jeonghoon Yoo - Trans Soc Inf Storage Syst 2014 Sep ; Vol. 10, No. 2, pISSN 1738-6845, eISSN 2288-2022DOI
23 
Jayasinghe, J. M. J. W., D. N. Uduwawala, and J. Anguera, ``Design of dual band patch antennas for cellular communications by genetic algorithm optimization,'' International Journal of Engineering and Technology, Vol. 1, No. 1, 26-43, 2012.URL
24 
"Handbook of Antenna Technologies", Springer Nature, 2016.DOI