| 人工智能研究对归纳逻辑的新理解——从科学哲学与逻辑哲学观点看 |
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| 引用本文： | 桂起权. 人工智能研究对归纳逻辑的新理解——从科学哲学与逻辑哲学观点看[J]. 洛阳师范学院学报, 2004, 23(1): 27-30 |
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| 作者姓名： | 桂起权 |
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| 作者单位： | 武汉大学,哲学系,湖北,武汉430072 |
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| 摘 要： | 从科学哲学观点看 ,人工智能领域机器学习研究的进展 (如ID3和GOLEM)表明 ,培根的机械归纳方法与波普尔的证伪方法具有互补性 ;从逻辑哲学观点看 ,作为非经典逻辑的现代归纳逻辑正在向AI领域拓展。通过与PROLOG的类比 (它将控制引入计算机逻辑 )表明 ,存在着作为推理 +控制的归纳逻辑。
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| 关 键 词： | 机器学习 机械归纳 推理加控制 归纳逻辑 |
| 文章编号： | 1009-4970(2004)01-0027-04 |
| 修稿时间： | 2003-09-20 |
Understanding of Artificial Intelligence on Inductive Logic--From the Standpoint of Philosophy of Science and Logic |
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| GUI Qi-quan. Understanding of Artificial Intelligence on Inductive Logic--From the Standpoint of Philosophy of Science and Logic[J]. Journal of Luoyang Teachers College, 2004, 23(1): 27-30 |
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| Authors: | GUI Qi-quan |
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| Abstract: | From the standpoint of philosophy of science, with the advancement of the research on Machine Learning as a branch of Artificial Intelligence, Bacon's mechanical induction and Popper's falsification have represented the complementarities. From the standpoint of philosophy of logic, modern inductive logic as a non-classical logic is extending to the field of AI. By the analogy to PROLOG, the author shows that there is a kind of inductive logic as inference and control. |
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| Keywords: | machine learning mechanical induction inference and control induction logic |
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