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Genetic Algorithm
arXiv (Cornell University)
A Machine Learning Generative Method for Automating Antenna Design and Optimization
2022
To facilitate the antenna design with the aid of computer, one of the practices in consumer electronic industry is to model and optimize antenna performances with a simplified antenna geometric scheme. Traditional antenna modeling requires profound prior know…
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Genetic Algorithm

Competitive algorithm for searching a problem space

In computer science and operations research, a genetic algorithm (GA) is a metaheuristic inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA). Genetic algorithms are commonly used to generate high-quality solutions to optimization and search problems via biologically inspired operators such as selection, crossover, and mutation. Some examples of GA applications include optimizing decision trees for better performance, solving sudoku puzzles, hyperparameter optimization, and causal inference.

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arXiv (Cornell University)
A Machine Learning Generative Method for Automating Antenna Design and Optimization
2022
To facilitate the antenna design with the aid of computer, one of the practices in consumer electronic industry is to model and optimize antenna performances with a simplified antenna geometric scheme. Traditional antenna modeling requires profound prior knowledge of electromagnetics in order to achieve a good design which satisfies the performance specifications from both antenna and product designs. The ease of handling multidimensional optimization problems and the less dependence on domain knowledge and experi…
Click Genetic Algorithm Vs:
Computer Science
Particle Swarm Optimization
Lock And Key
Computer Engineering
Evolutionary Algorithm
Antenna (Radio)
Electronic Engineering
Artificial Intelligence
Machine Learning
Click Genetic Algorithm Vs:
Engineering
Computer Security