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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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
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岡山大学
- Types of degree
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博士 (工学)
- Grant ID
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甲第1514号
- Degree year
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1996-03-25
Note and Description
博士論文
Table of Contents
- Contents / (0003.jp2)
- Acknowledgment / p7 (0006.jp2)
- Abstract / p8 (0007.jp2)
- 1 Introduction / p1 (0007.jp2)
- 1.1 Background and Problems / p1 (0007.jp2)
- 1.2 Outline of the Thesis / p3 (0008.jp2)
- 2 System Modeling and Identification / p6 (0010.jp2)
- 2.1 Terminology / p6 (0010.jp2)
- 2.2 Purpose of Modeling and Identification / p8 (0011.jp2)
- 2.3 Identification Procedure / p9 (0011.jp2)
- 2.4 Fuzzy Modeling of Nonlinear Systems / p11 (0012.jp2)
- 2.5 Identification of Fuzzy Model / p14 (0014.jp2)
- 3 Genetic Algorithm / p17 (0015.jp2)
- 3.1 Brief History of Genetic Algorithm / p17 (0015.jp2)
- 3.2 Description of Genetic Algorithm / p18 (0016.jp2)
- 3.3 The Schema Theorem / p21 (0017.jp2)
- 3.4 Applications of Genetic Algorithm / p23 (0018.jp2)
- 4 Identification of Nonlinear Systems by Using Fuzzy Logic and Genetic Algorithm / p25 (0019.jp2)
- 4.1 Introduction / p25 (0019.jp2)
- 4.2 Fuzzy Model / p26 (0020.jp2)
- 4.3 Parameter Estimation / p32 (0023.jp2)
- 4.4 Searching by Genetic Algorithm / p33 (0023.jp2)
- 4.5 Practical Example / p36 (0025.jp2)
- 4.6 Conclusion / p39 (0026.jp2)
- 5 Fuzzy Modeling Based on Genetic Algorithm with Tree-Structured Indi-viduals / p40 (0027.jp2)
- 5.1 Introduction / p40 (0027.jp2)
- 5.2 Fuzzy Partition / p42 (0028.jp2)
- 5.3 Fuzzy Model / p47 (0030.jp2)
- 5.4 Genetic Algorithm with Tree-Structured Individuals / p50 (0032.jp2)
- 5.5 Numerical Example / p57 (0035.jp2)
- 5.6 Conclusion / p60 (0037.jp2)
- 6 Eugenics-Based Genetic Algorithm / p61 (0037.jp2)
- 6.1 Introduction / p61 (0037.jp2)
- 6.2 Eugenics-Based Genetic Algorithm / p64 (0039.jp2)
- 6.3 Test of EGA / p71 (0042.jp2)
- 6.4 Applications / p77 (0045.jp2)
- 6.5 Conclusion / p87 (0050.jp2)
- 7 Conclusions / p88 (0051.jp2)
- 7.1 Summary of the Thesis / p88 (0051.jp2)
- 7.2 Future Directions / p89 (0051.jp2)
- Bibliography / p91 (0052.jp2)