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Genetic Algorithm Applied to Discrete Optimization of Band-Pass Microwave Filter
- Source :
- Scopus-Elsevier, Telfor Journal, Vol 13, Iss 1, Pp 19-24 (2021)
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- We propose a design approach for band-pass microwave filters based on optimization of discrete-valued parameters of filters using an implementation of (1 + (l, l)) genetic algorithm. If the filter is made of SMD components then only discrete values are allowed. The proposed design approach yields a solution with feasible components values in the end, without further need for tuning and adjustments of component values that is needed in the case when real numbers are used during optimization. The optimization setup is run for 20 times and obtained (suboptimal) solutions are presented. One of the best optimized solutions of a band-pass filter is chosen for further analysis. The found filter design is verified using a circuit solver including the yield analysis, 3D electromagnetic simulations and by measurements of the manufactured prototype. The presented results as well as the optimization run-time show that the proposed approach based on discrete optimization can be used to design microwave filters.
- Subjects :
- Surface-mount technology
band-pass filter
Computer Networks and Communications
Computer science
TK5101-6720
0102 computer and information sciences
02 engineering and technology
01 natural sciences
Band-pass filter
Discrete optimization
Genetic algorithm
genetic algorithm
Media Technology
0202 electrical engineering, electronic engineering, information engineering
Radiation
Rounding
Process (computing)
Solver
010201 computation theory & mathematics
Filter (video)
Signal Processing
Telecommunication
discrete optimization
020201 artificial intelligence & image processing
Algorithm
Software
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 28th Telecommunications Forum (TELFOR)
- Accession number :
- edsair.doi.dedup.....49cf14edf8e29963e76a7083d958a0d2