Abductive reasoning
Abductive reasoning (also called abduction, abductive inference, or retroduction) is a form of logical inference formulated and advanced by American philosopher Charles Sanders Peirce beginning in the last third of the 19th century. It starts with an observation or set of observations and then seeks the simplest and most likely conclusion from the observations. This process, unlike deductive reasoning, yields a plausible conclusion but does not positively verify it. Abductive conclusions are thus qualified as having a remnant of uncertainty or doubt, which is expressed in retreat terms such as "best available" or "most likely". One can understand abductive reasoning as inference to the best explanation, although not all usages of the terms abduction and inference to the best explanation are exactly equivalent.In the 1990s, as computing power grew, the fields of law, computer science, and artificial intelligence research spurred renewed interest in the subject of abduction.
Abductive reasoning - Wikipedia Jump to content From Wikipedia, the free encyclopedia Inference seeking the simplest and most likely explanation "Abductive" redirects here. For other uses, see Abduction (disambiguation) . A Mastermind player uses abduction to infer the secret peg colors (bottom) from summaries (smaller pegs, right) of discrepancies in their guesses (large pegs, top) . Abductive reasoning (also called abduction , [ 1 ] abductive inference , [ 1 ] or retroduction [ 2 ] ) is a form of logical inference that seeks the simplest and most likely conclusion from a set of observations.
related reading
- An Intuitive Explanation of Solomonoff Induction — LessWronglesswrong.com
- Strong Inference: Certain systematic methods of scientific thinking may produce much more rapid progress than othersgwern.net
- New riddle of induction - Wikipediaen.wikipedia.org
- Intuitive statistics - Wikipediaen.wikipedia.org
- Solomonoff's theory of inductive inference - Wikipediaen.wikipedia.org
- How To Think Real Good | Meta-rationalitymetarationality.com
- More than argument, logic is the very structure of realityaeon.co
- Interpretations of Probability (Stanford Encyclopedia of Philosophy)plato.stanford.edu
- 'Empiricism!' as Anti-Epistemology — LessWronglesswrong.com
- Getting Eulered | Slate Star Codexslatestarcodex.com
- List of rules of inferenceen.wikipedia.org
- The Problem of Induction and Machine Learning | Vaden Masranivmasrani.github.io