Computational learning theory an introduction Martin Anthony, Norman Biggs. Cambridge tracts in theoretical computer science 30.

Anthony, Martin:

ISBN 10: 0521416035 / ISBN 13: 9780521416030

Published by Cambridge, Cambridge University Press, 1992

About this Item

Ex-library with stamp and library-signature. GOOD condition, some traces of use. Ancien Exemplaire de bibliothèque avec signature et cachet. BON état, quelques traces d'usure. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. C 637 9780521416030 Sprache: Englisch Gewicht in Gramm: 550.

Seller Inventory # 2502796

Bibliographic Details

• Title: Computational learning theory an introduction Martin Anthony, Norman Biggs. Cambridge tracts in theoretical computer science 30.
• Publisher: Cambridge, Cambridge University Press
• Publication Date: 1992
• Language: English
• ISBN 10: 0521416035
• ISBN 13: 9780521416030
• Binding: Hardcover
• Weight: 550 grams
• Seller catalogs:
  • SA MATHEMATIK

About this title

Synopsis

Computational learning theory is a subject which has been advancing rapidly in the last few years. The authors concentrate on the probably approximately correct model of learning, and gradually develop the ideas of efficiency considerations. Finally, applications of the theory to artificial neural networks are considered. Many exercises are included throughout, and the list of references is extensive. This volume is relatively self contained as the necessary background material from logic, probability and complexity theory is included. It will therefore form an introduction to the theory of computational learning, suitable for a broad spectrum of graduate students from theoretical computer science and mathematics.