A study on evolutionary optimization method 進化的最適化手法に関する研究
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著者
書誌事項
- タイトル
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A study on evolutionary optimization method
- タイトル別名
-
進化的最適化手法に関する研究
- 著者名
-
久保田, 直行
- 著者別名
-
クボタ, ナオユキ
- 学位授与大学
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名古屋大学
- 取得学位
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博士 (工学)
- 学位授与番号
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甲第3766号
- 学位授与年月日
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1997-03-25
注記・抄録
博士論文
名古屋大学博士学位論文 学位の種類:博士(工学) (課程) 学位授与年月日:平成9年3月25日
目次
- Contents / p1 (0005.jp2)
- Acknowledgments / (0004.jp2)
- Chapter 1 Introduction / p1 (0007.jp2)
- 1.1 Background on Optimization / p1 (0007.jp2)
- 1.2 Optimization,System Engineering and Intelligent Manufacturing System / p3 (0008.jp2)
- 1.3 Optimization Methods / p6 (0010.jp2)
- 1.4 Optimization and Evolution / p11 (0012.jp2)
- 1.5 Artificial Intelligence and Optimization / p14 (0014.jp2)
- 1.6 Soft Computing and Optimization / p16 (0015.jp2)
- 1.7 Artificial Life and Molecular Computing / p20 (0017.jp2)
- 1.8 Motivation and Goals / p21 (0017.jp2)
- 1.9 Organization of this Dissertation / p24 (0019.jp2)
- Chapter 2 Evolutionary Optimization Methods / p27 (0020.jp2)
- 2.1 Optimization Methods Based on Evolution and Genetics / p27 (0020.jp2)
- 2.2 Simple Genetic Algorithm / p33 (0023.jp2)
- 2.3 Genetic Algorithm Architecture / p37 (0025.jp2)
- 2.4 Advanced Operators in Genetic Algorithm / p57 (0035.jp2)
- 2.5 Evolutionary Algorithms / p63 (0038.jp2)
- 2.6 Classifier System and Genetic Programming / p67 (0040.jp2)
- 2.7 Summary / p70 (0042.jp2)
- Chapter 3 Genetic Algorithm with Age Structure / p71 (0042.jp2)
- 3.1 Age Structure in Nature / p71 (0042.jp2)
- 3.2 Genetic Algorithms with Age Structure / p73 (0043.jp2)
- 3.3 Features of Genetic Algorithm with Age Structure / p76 (0045.jp2)
- 3.4 Application to Knapsack Problem / p77 (0045.jp2)
- 3.5 Convergence of Age Structured Genetic Algorithm / p80 (0047.jp2)
- 3.6 Summary / p86 (0050.jp2)
- Chapter 4 Evolutionary Optimization Methods based on Virus Theory of Evolution / p87 (0050.jp2)
- 4.1 Virus Evolutionary Genetic Algorithm / p87 (0050.jp2)
- 4.2 Features of Virus-Evolutionary Genetic Algorithm / p93 (0053.jp2)
- 4.3 Ecological Virus Evolutionary Genetic Algorithm / p95 (0054.jp2)
- 4.4 Virus Evolutionary Algorithm / p96 (0055.jp2)
- 4.5 Application to Conventional Optimization Problems / p97 (0055.jp2)
- 4.6 Evolutionary Transition of Virus Evolutionary Genetic Algorithm / p114 (0064.jp2)
- 4.7 Summary / p122 (0068.jp2)
- Chapter 5 Application to Engineering Optimization Problems / p123 (0068.jp2)
- 5.1 Application to Trajectory Planning for Redundant Manipulator / p123 (0068.jp2)
- 5.2 Application to Intelligent Manufacturing System / p140 (0077.jp2)
- 5.3 Application to Fuzzy Controller / p149 (0081.jp2)
- 5.4 Summary / p161 (0087.jp2)
- Chapter 6 Conclusions / p162 (0088.jp2)
- 6.1 Concluding Remarks / p162 (0088.jp2)
- 6.2 Future Works / p163 (0088.jp2)
- References / p164 (0089.jp2)