Agents retaining and reusing of experience applied to control of semi-continuous production process

Abstract

The model of human decision making involves reusing of earlier gathered experience together with retaining of knowledge related to currently undertaken decisions and its results. Presented here research focuses on the retaining of experience that should enable learning on the basis of results following currently undertaken actions. Such model of human decision making can be used as the basis by construction of a reasoning system in various application areas, one of which can be the control of a semi-continuous production process. Solutions in this application domain are presented, designed and implemented taking into account the paradigm of agent approach to design computer systems and the paradigm of case-base reasoning (CBR) as the methodology of solving present problems with the use of past made solutions.