Institute of Computing Technology, Chinese Academy IR
A computational framework for Karl Popper's logic of scientific discovery | |
Li Wei1; Sui Yuefei2 | |
2018 | |
发表期刊 | 中国科学:信息科学(英文版) |
ISSN | 1674-733X |
卷号 | 61.0期号:004页码:042101 |
摘要 | Belief revision is both a philosophical and logical problem. From Popper's logic of scientific discovery, we know that revision is ubiquitous in physics and other sciences. The AGM postulates and Rcalculus are approaches from logic, where the R-calculus is a Gentzen-type concrete belief revision operator.Because deduction is undecidable in first-order logic, we apply approximate deduction to derive an R-calculus that is computational and has finite injury. We further develop approximation algorithms for SAT problems to derive a feasible R-calculus based on the relation between deduction and satisfiability. In this manner, we provide a full spectrum of belief revision: from philosophical to feasible revision. |
关键词 | 科学发现 计算框架 逻辑 卡尔 近似推理 可满足性 近似算法 修订 |
语种 | 英语 |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.204/handle/2XEOYT63/30902 |
专题 | 中国科学院计算技术研究所期刊论文_中文 |
作者单位 | 1.北京航空航天大学 2.中国科学院计算技术研究所 |
推荐引用方式 GB/T 7714 | Li Wei,Sui Yuefei. A computational framework for Karl Popper's logic of scientific discovery[J]. 中国科学:信息科学(英文版),2018,61.0(004):042101. |
APA | Li Wei,&Sui Yuefei.(2018).A computational framework for Karl Popper's logic of scientific discovery.中国科学:信息科学(英文版),61.0(004),042101. |
MLA | Li Wei,et al."A computational framework for Karl Popper's logic of scientific discovery".中国科学:信息科学(英文版) 61.0.004(2018):042101. |
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