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从贝叶斯方法看溯因推理
引用本文:袁继红,陈晓平.从贝叶斯方法看溯因推理[J].重庆工学院学报,2014(9):29-36.
作者姓名:袁继红  陈晓平
作者单位:1. 广东财经大学 马克思主义学院,广州,510320
2. 华南师范大学 公共管理学院,广州,510006
基金项目:国家社会科学基金项目“意向性与因果性的关系研究”(12CZX018);教育部青年基金项目“社会科学哲学视野下的科学解释与人文理解”(13YJC720044)。
摘    要:皮尔斯指出溯因或溯因推理(abduction)是不同于归纳和演绎的第三种推理,然而皮尔斯对溯因概念的定义是模糊的,于是便出现溯因悖论:溯因既属于归纳又不属于归纳。本文基于贝叶斯方法对归纳的理解和处理,考察了当代两种典型的消解溯因悖论的路径,即辛提卡区分定义性规则和策略性规则的措施,以及利普顿的IBE理论。指出这两种路径均是行不通的,而贝叶斯方法却可以容纳溯因性归纳和溯因,从而消解溯因悖论。

关 键 词:溯因  最佳解释推理  贝叶斯方法  归纳  演绎

Bayesian Analysis on Abduction
YUAN Ji-hong,CHEN Xiao-ping.Bayesian Analysis on Abduction[J].Journal of Chongqing Institute of Technology,2014(9):29-36.
Authors:YUAN Ji-hong  CHEN Xiao-ping
Affiliation:YUAN Ji-hong, CHEN Xiao-ping (1. School of Marxism, Guangdong University of Finance & Economics, Guangzhou 510320, China; 2. School of Public Administration, South China Normal University, Guangzhou 510006, China)
Abstract:Charles S.Peirce argued that abduction is a third kind of reasoning,different from both deduction and induction.However,Peirce’s concept of abduction is ambiguous,which results in the paradox about abduction:on the one hand,abduction is distinct from induction;one the other hand, abduction belongs to induction.Based on the Bayesian analysis on induction,two typical approaches, Hintikka’s distinction between definitory rules and strategic rules and Lipton’s inference to the best explanation (IBE),are discussed respectively in this paper.As a result,the analysis shows that the paradox about abduction can not be eliminated by the two typical approaches but can be eliminated in Bayesian framework which can contain abductory induction and abduction.
Keywords:abduction  inference to the best explanation  Bayesian analysis  induction  deduction
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