MODELS AND ALGORITHMS OF FRACTAL STRUCTURED PATTERNS VISUALIZATION

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Diyorbek Mamirov

Abstract

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.

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How to Cite
Mamirov , D. (2022). MODELS AND ALGORITHMS OF FRACTAL STRUCTURED PATTERNS VISUALIZATION. Journal of Integrated Education and Research, 1(7), 35–38. Retrieved from https://ojs.rmasav.com/index.php/ojs/article/view/605

References

  1. Tian, G.; Yuan, Q.; Hu, T.; et al.: Auto-generation system based on fractal geometry for batik pattern design, Applied Sciences, 9(11), 2019, 2383-2403.
  2. Çimen, M.-E.; GARİP, Z.; Boyraz, Ö.-F.; et al.: An interface design for calculation of fractal dimension, Chaos Theory and Applications, 2(1), 2020, 3-9.
  3. Mostafa, M.-E.; Nafady, D.-A.: Fractals between theory and practice and its use in enriching the field of design, International Design Journal, 11(3), 2021, 31-41
  4. Urinov, K. O., Jumanov, K. A., Khidirov, A. M., Urinov, S. K., Abdiyev, J. M., Jumaboyev, T. A., & Eshmirzayev, M. R. (2020, April). Magnetocaloric effect in polycrystalline cobalt. In Journal of Physics: Conference Series (Vol. 1515, No. 2, p. 022079). IOP Publishing.
  5. Saidov, A. S., Saparov, D. V., Usmonov, S. N., Kutlimratov, A., Abdiev, J. M., Kalanov, M., ... & Akhmedov, A. M. (2021). Investigation of the Crystallographic Perfection and Photoluminescence Spectrum of the Epitaxial Films of (Si2) 1-x (GaP) x Solid Solution, Grown on Si and GaP Substrates with the Crystallographic Orientation (111). Advances in Condensed Matter Physics, 2021.
  6. LEYDERMAN, A., Saidov, A. S., USMONOV, S., Abdiyev, J. M., & Suyarov, Q. T. (2021, February). INFLUENCE OF WEAK GRADED GAP ON INJECTION DIFFUSION REGIMES OF CURRENT TRANSPORT IN SEMICONDUCTOR PN-STRUCTURES. In Congress Dates (p. 40).
  7. Raufovich, M. R., & Muzaffar o’g’li, A. J. (2022). THE ROLE OF TEACHER AND STUDENT COOPERATION IN THE MODERN EDUCATIONAL PROCESS OF GOOGLE DOCS. Web of Scientist: International Scientific Research Journal, 3(1), 579-589.
  8. Abdiev, J., Safarov, O., & Julanov, H. (2022). Study of the properties of polymer composites–reinforcement based on glass and basalt fibers. Eurasian Scientific Herald, 7, 77-88.
  9. Urinov, K. O., Jumanov, K. A., Khidirov, A. M., Urinov, S. K., Abdiyev, J. M., Jumaboyev, T. A., & Eshmirzayev, M. R. (2020). Magnetocaloric effect in polycrystalline cobalt. In Journal of Physics: Conference Series (Vol. 1515, p. 022079).
  10. Urinov, K. O., Jumanov, K. A., Khidirov, A. M., Urinov, S. K., Abdiyev, J. M., Jumaboyev, T. A., & Eshmirzayev, M. R. (2020). Magnetocaloric effect in polycrystalline cobalt. In JOP Conference Series: Metrological Support of Innovative Technologies (pp. 22079-22079).
  11. Urinov, K. O., Jumanov, K. A., Khidirov, A. M., Urinov, S. K., Abdiyev, J. M., Jumaboyev, T. A., & Eshmirzayev, M. R. (2020, April). Magnetocaloric effect in polycrystalline cobalt. In Journal of Physics: Conference Series (Vol. 1515, No. 2). IOP Publishing.