Skip to main content

2024 | OriginalPaper | Buchkapitel

A Function Fitting System Based on Genetic Algorithm

verfasst von : Qiuhong Sun, Jiaqi Wang, Xiaokang Zhou

Erschienen in: Green, Pervasive, and Cloud Computing

Verlag: Springer Nature Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With the development of science and technology, function fitting has penetrated into various fields of scientific research, scientific and technological innovation. For the function of fitting analysis of a given function image, there is no public software on the market that uses the idea of genetic algorithm to solve the problem of function fitting. In order to make up for the insufficiency of the existing software and seize the opportunity of function fitting in various industries, a function fitting system based on genetic algorithm was proposed. It is a low-threshold software with a wide range of applications. When designing the function of fitting and analyzing a given function image, the genetic algorithm is used. With the application of ray detection in Unity, the closest expression of function fitting is obtained. At the same time, the line graph of fitness reduction during genetic algorithm iteration is given.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Meng, P.: Application of Origin custom function fitting in the analysis of soil adsorption isothermal model. Exp. Technol. Manage. 34(1), 7 (2017) Meng, P.: Application of Origin custom function fitting in the analysis of soil adsorption isothermal model. Exp. Technol. Manage. 34(1), 7 (2017)
2.
Zurück zum Zitat Liu, Q., Sun, G.: Application of multihedral function fitting in the study of horizontal crustal movement. Earthq. Res. Shanxi 1(4), 6 (1996) Liu, Q., Sun, G.: Application of multihedral function fitting in the study of horizontal crustal movement. Earthq. Res. Shanxi 1(4), 6 (1996)
3.
Zurück zum Zitat Zhang, X.: Application of quadratic function fitting in the field of engineering technology and economy. Fujian Archit. 1(5), 3 (2009) Zhang, X.: Application of quadratic function fitting in the field of engineering technology and economy. Fujian Archit. 1(5), 3 (2009)
4.
Zurück zum Zitat Chen, W.: Research on Curve Fitting Principle and Its Application. Changsha University of Science and Technology, Changsha (2018) Chen, W.: Research on Curve Fitting Principle and Its Application. Changsha University of Science and Technology, Changsha (2018)
5.
Zurück zum Zitat Tian, T.: Research on the Development of High School Students’ Mathematical Modeling Literacy under the Background of “Internet Plus” Education. Ningxia Normal University, Guyuan (2020) Tian, T.: Research on the Development of High School Students’ Mathematical Modeling Literacy under the Background of “Internet Plus” Education. Ningxia Normal University, Guyuan (2020)
6.
Zurück zum Zitat Lv, M., Ma, L.: The development trend, problems and countermeasures of the integration of digital economy and real economy in China during the 14th five-year plan period. Decis. Inf. 1(2), 6 (2002) Lv, M., Ma, L.: The development trend, problems and countermeasures of the integration of digital economy and real economy in China during the 14th five-year plan period. Decis. Inf. 1(2), 6 (2002)
7.
Zurück zum Zitat Song, H.: Investigation and Research on the Status Quo of High School Students’ Mathematical Modeling Literacy. Hebei Normal University, Shijiazhuang (2019) Song, H.: Investigation and Research on the Status Quo of High School Students’ Mathematical Modeling Literacy. Hebei Normal University, Shijiazhuang (2019)
8.
Zurück zum Zitat Ding, H., Liu, S.: Application of ANFIS in function fitting based on GA. Microcomput. Inf. 25(3), 3 (2009) Ding, H., Liu, S.: Application of ANFIS in function fitting based on GA. Microcomput. Inf. 25(3), 3 (2009)
9.
Zurück zum Zitat Zhao, Z., Chen, Q., Li, T., Zhang, J.: Design of unity3d packing system based on genetic algorithm. Comput. Modern. 1(6), 5 (2014) Zhao, Z., Chen, Q., Li, T., Zhang, J.: Design of unity3d packing system based on genetic algorithm. Comput. Modern. 1(6), 5 (2014)
10.
Zurück zum Zitat Zhou, M., Sun, S.: Principle and Application of Genetic Algorithm, pp. 4–6. National Defense Industry Press, Beijing (1999) Zhou, M., Sun, S.: Principle and Application of Genetic Algorithm, pp. 4–6. National Defense Industry Press, Beijing (1999)
11.
Zurück zum Zitat Karr, C.L., Weck, B., Massart, D.L., et al.: Least median squares curve fitting using a genetic algorithm. Eng. Appl. Artif. Intell. 8(2), 177–189 (1995)CrossRef Karr, C.L., Weck, B., Massart, D.L., et al.: Least median squares curve fitting using a genetic algorithm. Eng. Appl. Artif. Intell. 8(2), 177–189 (1995)CrossRef
12.
Zurück zum Zitat Department of Mathematics, Tongji University: Advanced Mathematics, 6th edn. Higher Education Press, Beijing, pp. 202–217 (2007). (in Chinese) Department of Mathematics, Tongji University: Advanced Mathematics, 6th edn. Higher Education Press, Beijing, pp. 202–217 (2007). (in Chinese)
13.
Zurück zum Zitat Zhang, H.: Introduction to Software Engineering, 4th edn., pp. 100–130. Tsinghua University Press, Beijing (2003) Zhang, H.: Introduction to Software Engineering, 4th edn., pp. 100–130. Tsinghua University Press, Beijing (2003)
14.
Zurück zum Zitat Pu, J., Duan, X., Ye, Y., Chen, X.: Progressive construction and explicit calculation of multi-point Taylor expansion and its application. J. Hangzhou Dianzi Univ. Nat. Sci. Ed. 34(5), 4 (2014) Pu, J., Duan, X., Ye, Y., Chen, X.: Progressive construction and explicit calculation of multi-point Taylor expansion and its application. J. Hangzhou Dianzi Univ. Nat. Sci. Ed. 34(5), 4 (2014)
Metadaten
Titel
A Function Fitting System Based on Genetic Algorithm
verfasst von
Qiuhong Sun
Jiaqi Wang
Xiaokang Zhou
Copyright-Jahr
2024
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-9893-7_12

Premium Partner