Learning algorithms for a class of knowledge-based systems with dynamical knowledge representation.

• Autorzy: Bubnicki Z.
• Języki publikacji: EN

Abstrakty

EN

The paper deals with a specific class of knowledge-based systems with a dynamical plant described by a knowledge representation with unknown parameters. The learning consists of step by step knowledge evaluation and updating, and using the results for the determination of the current control decisions. The paper presents an extension of methods and algorithms described by the author (1999) for the knowledge-based learning systems with a static plant. Two forms of the plant descriptions are taken into account: the relational knowledge representation, and the logical knowledge representation. A simple illustrative example is given.

Słowa kluczowe

EN

knowledge-based systems; logical knowledge representation; learning algorithm; relational knowledge representation

• Wydawca: Oficyna Wydawnicza Politechniki Wrocławskiej
• Czasopismo: Systems Science
• Rocznik: 2000
• Tom: Vol. 26, nr 1
• Strony: 15--27
• Opis fizyczny: Bibliogr. 18 poz., rys. 3,

Twórcy

autor

Bubnicki Z.

• Inst. of Syst. Res., Polish Acad. of Sci., Wroclaw, Poland