Fuzzy modeling of nonlinear systems and eugenics-based genetic algorithm 非線形システムのファジィモデリングと優生学に基づく遺伝的アルゴリズム

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Author

    • 叶, 炬 キョウ, キョ

Bibliographic Information

Title

Fuzzy modeling of nonlinear systems and eugenics-based genetic algorithm

Other Title

非線形システムのファジィモデリングと優生学に基づく遺伝的アルゴリズム

Author

叶, 炬

Author(Another name)

キョウ, キョ

University

岡山大学

Types of degree

博士 (工学)

Grant ID

甲第1514号

Degree year

1996-03-25

Note and Description

博士論文

Table of Contents

  1. Contents / (0003.jp2)
  2. Acknowledgment / p7 (0006.jp2)
  3. Abstract / p8 (0007.jp2)
  4. 1 Introduction / p1 (0007.jp2)
  5. 1.1 Background and Problems / p1 (0007.jp2)
  6. 1.2 Outline of the Thesis / p3 (0008.jp2)
  7. 2 System Modeling and Identification / p6 (0010.jp2)
  8. 2.1 Terminology / p6 (0010.jp2)
  9. 2.2 Purpose of Modeling and Identification / p8 (0011.jp2)
  10. 2.3 Identification Procedure / p9 (0011.jp2)
  11. 2.4 Fuzzy Modeling of Nonlinear Systems / p11 (0012.jp2)
  12. 2.5 Identification of Fuzzy Model / p14 (0014.jp2)
  13. 3 Genetic Algorithm / p17 (0015.jp2)
  14. 3.1 Brief History of Genetic Algorithm / p17 (0015.jp2)
  15. 3.2 Description of Genetic Algorithm / p18 (0016.jp2)
  16. 3.3 The Schema Theorem / p21 (0017.jp2)
  17. 3.4 Applications of Genetic Algorithm / p23 (0018.jp2)
  18. 4 Identification of Nonlinear Systems by Using Fuzzy Logic and Genetic Algorithm / p25 (0019.jp2)
  19. 4.1 Introduction / p25 (0019.jp2)
  20. 4.2 Fuzzy Model / p26 (0020.jp2)
  21. 4.3 Parameter Estimation / p32 (0023.jp2)
  22. 4.4 Searching by Genetic Algorithm / p33 (0023.jp2)
  23. 4.5 Practical Example / p36 (0025.jp2)
  24. 4.6 Conclusion / p39 (0026.jp2)
  25. 5 Fuzzy Modeling Based on Genetic Algorithm with Tree-Structured Indi-viduals / p40 (0027.jp2)
  26. 5.1 Introduction / p40 (0027.jp2)
  27. 5.2 Fuzzy Partition / p42 (0028.jp2)
  28. 5.3 Fuzzy Model / p47 (0030.jp2)
  29. 5.4 Genetic Algorithm with Tree-Structured Individuals / p50 (0032.jp2)
  30. 5.5 Numerical Example / p57 (0035.jp2)
  31. 5.6 Conclusion / p60 (0037.jp2)
  32. 6 Eugenics-Based Genetic Algorithm / p61 (0037.jp2)
  33. 6.1 Introduction / p61 (0037.jp2)
  34. 6.2 Eugenics-Based Genetic Algorithm / p64 (0039.jp2)
  35. 6.3 Test of EGA / p71 (0042.jp2)
  36. 6.4 Applications / p77 (0045.jp2)
  37. 6.5 Conclusion / p87 (0050.jp2)
  38. 7 Conclusions / p88 (0051.jp2)
  39. 7.1 Summary of the Thesis / p88 (0051.jp2)
  40. 7.2 Future Directions / p89 (0051.jp2)
  41. Bibliography / p91 (0052.jp2)
6access

Codes

  • NII Article ID (NAID)
    500000130787
  • NII Author ID (NRID)
    • 8000000954522
  • DOI(NDL)
  • Text Lang
    • jpn
  • NDLBibID
    • 000000295101
  • Source
    • Institutional Repository
    • NDL ONLINE
    • NDL Digital Collections
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