Description

• Title:
  Remarks on some learning algorithms
• Creator:
  Domański, Czesław;
  Pekasiewicz, Dorota
• Contributor:
  University of Łódź, Chair of Statistical Methods
• Description:
  In this paper we present some problems concerning artificial intelligence. In the first two points there are presented algorithmic and heuristic procedures, which are applied in solving problems and making optimal decision for the fixed states as follows: beginning state, set of all states of a problem, subset of final states. The fundamental part of the paper discusses three leaming-algorithms: ID3, AQ and backpropagation, owing to which computer basing on a given sample is to create a general formula or rule and to make a decision which is a solution of the problem. The last section of the paper includes a short description of the predictive accuracy of the algorithms.;
  Zadanie pt. „Digitalizacja i udostępnienie w Cyfrowym Repozytorium Uniwersytetu Łódzkiego kolekcji czasopism naukowych wydawanych przez Uniwersytet Łódzki” nr 885/P-DUN/2014 dofinansowane zostało ze środków MNiSW w ramach działalności upowszechniającej naukę.
• Object availability:
  free access
• Date:
  2015.01.20;
  1997
• Type:
  Article
• Language:
  English
• Format:
  application/pdf
• Publisher:
  Wydawnictwo Uniwersytetu Łódzkiego
• Relation:
  Acta Universitatis Lodziensis. Folia Oeconomica;Nr 141/1997
• Subject:
  algorithmic procedure;
  heuristic procedure;
  learning algorithms;
  backpropagation algorithms
• Identifier:
  0208-6018;
  http://hdl.handle.net/11089/6242
• Data provider:
  Repozytorium Uniwersytetu Łódzkiego
• Can I use it?:
  seek permission
• Type:
  image