PARALLELIZATION OF THE GENETIC ALGORITHM OF THE PARAMETRIC SYNTHESIS OF THE ANTENNA GRID ON A COMPUTER NETWORK

To reduce time consumption of genetic algorithm for antenna arrays optimization with given tolerances on its parameters parallelization scheme is proposed. The proposed parallel genetic algorithm is developed for case of computernetwork environment. After looking at the various available parallel models, the island model was chosen as the most appropriate. Synchronous, asynchronous and adaptive realizations were examined, and among them asynchronous variant was chosen.

Publication Details

Journal
The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Published
2024-10-31
Primary Topic
Antenna Design and Optimization
Type
article
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article

PARALLELIZATION OF THE GENETIC ALGORITHM OF THE PARAMETRIC SYNTHESIS OF THE ANTENNA GRID ON A COMPUTER NETWORK

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Antenna Design and Optimization
article

PARALLELIZATION OF THE GENETIC ALGORITHM OF THE PARAMETRIC SYNTHESIS OF THE ANTENNA GRID ON A COMPUTER NETWORK

article en

Abstract

To reduce time consumption of genetic algorithm for antenna arrays optimization with given tolerances on its parameters parallelization scheme is proposed. The proposed parallel genetic algorithm is developed for case of computernetwork environment. After looking at the various available parallel models, the island model was chosen as the most appropriate. Synchronous, asynchronous and adaptive realizations were examined, and among them asynchronous variant was chosen.

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Openalex Percentile: Top 28%
Antenna Design and Optimization
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PARALLELIZATION OF THE GENETIC ALGORITHM OF THE PARAMETRIC SYNTHESIS OF THE ANTENNA GRID ON A COMPUTER NETWORK · The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy (2024) | TGRS Research Map | TGRS