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ISSN: 24766909; Modares Mechanical Engineering. 2019;19(4):789800Efficiency Enhancement of Solar Cells of a Sun Pointing Satellite with Design Optimization of Heat Pipes Configuration Using Genetic
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01
Define the problem you want to solve using genetic algorithm.
02
Create a population of potential solutions (chromosomes) encoding the parameters of the problem.
03
Evaluate the fitness of each chromosome based on some criteria.
04
Select individuals for reproduction based on their fitness (higher fitness has higher chance to be selected).
05
Apply genetic operators such as crossover and mutation to create new offspring.
06
Replace the old population with the new generation of offspring.
07
Repeat the process for a certain number of generations or until the termination condition is met.

Who needs application of genetic algorithm?

01
Researchers and scientists in various fields such as bioinformatics, engineering, finance, and optimization.
02
Companies looking to optimize their business processes or improve their products and services.
03
Students and educators studying and teaching evolutionary algorithms and optimization techniques.
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Genetic algorithms are used for optimization problems, machine learning, artificial intelligence, and for solving complex problems where traditional methods are inefficient.
Researchers, engineers, and developers working on projects that involve genetic algorithms may need to file applications if they seek patent protection or specific funding related to their work.
To fill out the application, one must provide detailed descriptions of the algorithm, its novel features, potential use cases, and any experimental data that supports its effectiveness.
The purpose is to protect intellectual property related to the algorithm, secure funding for research and development, and establish legal recognition of the contributions involved.
The application must include detailed descriptions, any prior art, claimed benefits, experimental evidence, and the intended applications of the genetic algorithm.
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