Principles and Examples of Plausible Reasoning and Propositional Plausible Logic

March 06, 2017 Β· Declared Dead Β· πŸ› arXiv.org

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Authors David Billington arXiv ID 1703.01697 Category cs.AI: Artificial Intelligence Cross-listed cs.LO Citations 1 Venue arXiv.org Last Checked 4 months ago
Abstract
Plausible reasoning concerns situations whose inherent lack of precision is not quantified; that is, there are no degrees or levels of precision, and hence no use of numbers like probabilities. A hopefully comprehensive set of principles that clarifies what it means for a formal logic to do plausible reasoning is presented. A new propositional logic, called Propositional Plausible Logic (PPL), is defined and applied to some important examples. PPL is the only non-numeric non-monotonic logic we know of that satisfies all the principles and correctly reasons with all the examples. Some important results about PPL are proved.
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