Fractal Art Pattern Generation Based on Genetic Algorithm
In order to solve the problem in the application and optimization method of fractal art pattern generation, on the basis of the integration of the fractal theory and genetic algorithm, a generation method based on genetic algorithm and composition generation was proposed. The method provided a more...
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/8926488 |
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| _version_ | 1850160662913744896 |
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| author | Huabai Liu |
| author_facet | Huabai Liu |
| author_sort | Huabai Liu |
| collection | DOAJ |
| description | In order to solve the problem in the application and optimization method of fractal art pattern generation, on the basis of the integration of the fractal theory and genetic algorithm, a generation method based on genetic algorithm and composition generation was proposed. The method provided a more stable and convenient supporting environment for the innovative design of artistic patterns, which met the needs of different users for the design of artistic patterns. The experimental results showed that the simplified genetic programming algorithm was optimized in both individual coding complexity and algorithm complexity. The search space was 1023-1026 times larger than the traditional algorithm, and the evaluation times were 2-3 times larger than the traditional algorithm. The results showed that the method could solve the problem that fitness function could not express well and ensure the optimal genetic population. |
| format | Article |
| id | doaj-art-a4e174f1407044c9a6f437f0a26ef97b |
| institution | OA Journals |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-a4e174f1407044c9a6f437f0a26ef97b2025-08-20T02:23:05ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/8926488Fractal Art Pattern Generation Based on Genetic AlgorithmHuabai Liu0College of Art and DesignIn order to solve the problem in the application and optimization method of fractal art pattern generation, on the basis of the integration of the fractal theory and genetic algorithm, a generation method based on genetic algorithm and composition generation was proposed. The method provided a more stable and convenient supporting environment for the innovative design of artistic patterns, which met the needs of different users for the design of artistic patterns. The experimental results showed that the simplified genetic programming algorithm was optimized in both individual coding complexity and algorithm complexity. The search space was 1023-1026 times larger than the traditional algorithm, and the evaluation times were 2-3 times larger than the traditional algorithm. The results showed that the method could solve the problem that fitness function could not express well and ensure the optimal genetic population.http://dx.doi.org/10.1155/2022/8926488 |
| spellingShingle | Huabai Liu Fractal Art Pattern Generation Based on Genetic Algorithm Advances in Multimedia |
| title | Fractal Art Pattern Generation Based on Genetic Algorithm |
| title_full | Fractal Art Pattern Generation Based on Genetic Algorithm |
| title_fullStr | Fractal Art Pattern Generation Based on Genetic Algorithm |
| title_full_unstemmed | Fractal Art Pattern Generation Based on Genetic Algorithm |
| title_short | Fractal Art Pattern Generation Based on Genetic Algorithm |
| title_sort | fractal art pattern generation based on genetic algorithm |
| url | http://dx.doi.org/10.1155/2022/8926488 |
| work_keys_str_mv | AT huabailiu fractalartpatterngenerationbasedongeneticalgorithm |