ISSN 2394-5125
 

Review Article 


DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW

P Rathina kumar, Dr P Muthu kannan.

Abstract
Antenna design is a complex process in communication field. The quality of communication depends how well an antenna designed and effectively radiates the signal .designing incorporates various analysis, Mathematical estimations and computer aided tools. This process produces best design result after introducing Machine and Deep learning techniques in its design stages. Particularly optimization process becomes simplified. This is achieved with the help of various optimization algorithm like genetic, particle swarm, evolutionary algorithms, etc. these are broadly categorized into local and global optimization techniques. This paper gives abstract view of widely used optimization algorithms.

Key words: Antenna design, deep learning, genetic particle


 
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Pubmed Style

P Rathina kumar, Dr P Muthu kannan. DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW. JCR. 2020; 7(5): 1201-1207. doi:10.31838/jcr.07.05.226


Web Style

P Rathina kumar, Dr P Muthu kannan. DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW. http://www.jcreview.com/?mno=97173 [Access: August 17, 2021]. doi:10.31838/jcr.07.05.226


AMA (American Medical Association) Style

P Rathina kumar, Dr P Muthu kannan. DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW. JCR. 2020; 7(5): 1201-1207. doi:10.31838/jcr.07.05.226



Vancouver/ICMJE Style

P Rathina kumar, Dr P Muthu kannan. DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW. JCR. (2020), [cited August 17, 2021]; 7(5): 1201-1207. doi:10.31838/jcr.07.05.226



Harvard Style

P Rathina kumar, Dr P Muthu kannan (2020) DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW. JCR, 7 (5), 1201-1207. doi:10.31838/jcr.07.05.226



Turabian Style

P Rathina kumar, Dr P Muthu kannan. 2020. DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW. Journal of Critical Reviews, 7 (5), 1201-1207. doi:10.31838/jcr.07.05.226



Chicago Style

P Rathina kumar, Dr P Muthu kannan. "DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW." Journal of Critical Reviews 7 (2020), 1201-1207. doi:10.31838/jcr.07.05.226



MLA (The Modern Language Association) Style

P Rathina kumar, Dr P Muthu kannan. "DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW." Journal of Critical Reviews 7.5 (2020), 1201-1207. Print. doi:10.31838/jcr.07.05.226



APA (American Psychological Association) Style

P Rathina kumar, Dr P Muthu kannan (2020) DEEPLEARNING BASED OPTIMIZATION ALGORITHMS FOR ANTENNA DESIGN: A REVIEW. Journal of Critical Reviews, 7 (5), 1201-1207. doi:10.31838/jcr.07.05.226