Logically reliable inductive inference
| Abstract | This paper aims to be a friendly introduction to formal learning theory. I introduce key concepts at a slow pace, comparing and contrasting with other approaches to inductive inference such as con…rmation theory. A number of examples are discussed, some in detail, such as Goodman’s Riddle of Induction. I outline some important results of formal learning theory that are of philosophical interest. Finally, I discuss recent developments in this approach to inductive inference. | |||||||||
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Ilkka Niiniluoto (1972). Inductive Systematization: Definition and a Critical Survey. Synthese 25 (1-2):25 - 81.
P. D. Magnus (2008). Demonstrative Induction and the Skeleton of Inference. International Studies in the Philosophy of Science 22 (3):303 – 315.
Oliver Schulte (2000). Inferring Conservation Laws in Particle Physics: A Case Study in the Problem of Induction. British Journal for the Philosophy of Science 51 (4):771-806.
Stephen Hetherington (2001). Why There Need Not Be Any Grue Problem About Inductive Inference as Such. Philosophy 76 (1):127-136.
Chase B. Wrenn (2006). Inter-World Probability and the Problem of Induction. Pacific Philosophical Quarterly 87 (3):387–402.
John D. Norton (2003). A Material Theory of Induction. Philosophy of Science 70 (4):647-670.
Oliver Schulte (1999). The Logic of Reliable and Efficient Inquiry. Journal of Philosophical Logic 28 (4):399-438.
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