Remarks on some learning algorithms

• Authors: Domański, Czesław , Pekasiewicz, Dorota

Title variants

EN

Uwagi na temat komputerowych algorytmów uczenia się

Abstracts

EN

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.

Keywords

EN

algorithmic procedure; heuristic procedure; learning algorithms; backpropagation algorithms

• Publisher: Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
• Journal: Acta Universitatis Lodziensis. Folia Oeconomica
• Year: 1997
• Volume: 141

Dates

published

1997

Contributors

author

Domański, Czesław

author

Pekasiewicz, Dorota

other

University of Łódź, Chair of Statistical Methods

Identifiers

URI

http://hdl.handle.net/11089/6242