Induction, Algorithmic Learning Theory, And Philosophy - Friend Michèle (Curatore); Goethe Norma B. (Curatore); Harizanov Valentina S. (Curatore) | Libro Springer Netherlands 08/2007 - HOEPLI.it


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friend michèle (curatore); goethe norma b. (curatore); harizanov valentina s. (curatore) - induction, algorithmic learning theory, and philosophy

Induction, Algorithmic Learning Theory, and Philosophy

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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 08/2007
Edizione: 2007





Sommario

to the Philosophy and Mathematics of Algorithmic Learning Theory.- to the Philosophy and Mathematics of Algorithmic Learning Theory.- Technical Papers.- Inductive Inference Systems for Learning Classes of Algorithmically Generated Sets and Structures.- Deduction, Induction, and beyond in Parametric Logic.- How Simplicity Helps You Find the Truth without Pointing at it.- Induction over the Continuum.- Philosophy Papers.- Logically Reliable Inductive Inference.- Some Philosophical Concerns about the Confidence in ‘Confident Learning’.- How to Do Things with an Infinite Regress.- Trade-Offs.- Two Ways of Thinking about Induction.- Between History and Logic.




Trama

The idea of the present volume emerged in 2002 from a series of talks by Frank Stephan in 2002, and John Case in 2003, on developments of algorithmic learning theory. These talks took place in the Mathematics Department at the George Washington University. Following the talks, ValentinaHarizanovandMichèleFriendraised thepossibility ofanexchange of ideas concerning algorithmic learning theory. In particular, this was to be a mutually bene?cial exchange between philosophers, mathematicians and computer scientists. Harizanov and Friend sent out invitations for contributions and invited Norma Goethe to join the editing team. The Dilthey Fellowship of the George Washington University provided resources over the summer of 2003 to enable the editors and some of the contributors to meet in Oviedo (Spain) at the 12th International Congress of Logic, Methodology and Philosophy of Science. The editing work proceeded from there. The idea behind the volume is to rekindle interdisciplinary discussion. Algorithmic learning theory has been around for nearly half a century. The immediate beginnings can be traced back to E.M. Gold’s papers: “Limiting recursion” (1965) and “Language identi?cation in the limit” (1967). However, from a logical point of view, the deeper roots of the learni- theoretic analysis go back to Carnap’s work on inductive logic (1950, 1952).







Altre Informazioni

ISBN:

9781402061264

Condizione: Nuovo
Collana: Logic, Epistemology, and the Unity of Science
Dimensioni: 235 x 155 mm Ø 1330 gr
Formato: Copertina rigida
Pagine Arabe: 290
Pagine Romane: xiv






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