An inductive learning approach for adaptive problem solving 帰納学習による適応型問題解決
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著者
書誌事項
- タイトル
-
An inductive learning approach for adaptive problem solving
- タイトル別名
-
帰納学習による適応型問題解決
- 著者名
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中莖, 洋一郎
- 著者別名
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ナカクキ, ヨウイチロウ
- 学位授与大学
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東京工業大学
- 取得学位
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博士 (工学)
- 学位授与番号
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乙第2949号
- 学位授与年月日
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1996-09-30
注記・抄録
博士論文
目次
- 論文目録 / (0002.jp2)
- Abstract / (0004.jp2)
- Contents / p1 (0006.jp2)
- 1 Introduction / p1 (0008.jp2)
- 2 Learning Meta-Rules for A Circuit Block Classification System / p8 (0012.jp2)
- 2.1 Introduction / p8 (0012.jp2)
- 2.2 The Circuit Block Selecting Problem / p10 (0013.jp2)
- 2.3 Reasoning with Meta-rules / p12 (0014.jp2)
- 2.4 Knowledge Acquisition / p16 (0016.jp2)
- 2.5 Experimental Results / p21 (0018.jp2)
- 2.6 Conclusions / p21 (0018.jp2)
- 3 Learning Fault Probability Distribution for Model-Based Diagnosis / p22 (0019.jp2)
- 3.1 Introduction / p23 (0019.jp2)
- 3.2 An Experimental Model-Based Diagnostic System / p26 (0021.jp2)
- 3.3 Learning Probabilistic Models / p32 (0024.jp2)
- 3.4 Presumption tree / p37 (0026.jp2)
- 3.5 Model selection with MDL criterion / p40 (0028.jp2)
- 3.6 Application to Model-Based Diagnosis and Experimental Results / p43 (0029.jp2)
- 3.7 Conclusion / p46 (0031.jp2)
- 4 Parallel Algorithm to Learn Fault Probability Distribution / p48 (0032.jp2)
- 4.1 Introduction / p49 (0032.jp2)
- 4.2 A Parallel Learning Algorithm / p49 (0032.jp2)
- 4.3 Implementation and Results / p58 (0037.jp2)
- 4.4 Conclusion / p62 (0039.jp2)
- 5 Adaptive Model-Based Diagnosis / p63 (0039.jp2)
- 5.1 Introduction / p64 (0040.jp2)
- 5.2 Diagnosis with Hierarchical Models / p65 (0040.jp2)
- 5.3 Model Diagnosability Criterion / p71 (0043.jp2)
- 5.4 Adaptive Diagnosis Mechanism / p75 (0045.jp2)
- 5.5 Conclusion / p82 (0049.jp2)
- 6 Learning to Recognize(Un)promising Runs in Simulated Annealing Search / p85 (0050.jp2)
- 6.1 Introduction / p86 (0051.jp2)
- 6.2 Simulated Annealing Search / p88 (0052.jp2)
- 6.3 Job Shop Scheduling by Simulated Annealing / p91 (0053.jp2)
- 6.4 Learning To Recognize(Un)Promising SA Runs / p97 (0056.jp2)
- 6.5 A Cutoff Criterion / p99 (0057.jp2)
- 6.6 Three Restart Criteria / p101 (0058.jp2)
- 6.7 Performance Evaluation / p105 (0060.jp2)
- 6.8 Conclusion / p110 (0063.jp2)
- 7 Conclusion / p111 (0063.jp2)
- Appendix A / p115 (0065.jp2)
- Appendix B / p117 (0066.jp2)
- Appendix C / p120 (0068.jp2)
- Bibliography / p125 (0070.jp2)