Knowledge conflicts resolving in the multi-agent decision support system using multi-stage consensus determining
Knowledge conflicts resolving in the multi-agent decision support system using multi-stage consensus determining
Author(s): Marcin Hernes, Jadwiga Sobieska-KarpińskaSubject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: multi-agent systems; decision support system; knowledge conflicts; consensus algorithm
Summary/Abstract: The present paper describes using a multi-stage consensus algorithm to knowledge conflicts resolving in multi-agent decision support systems. The problem of knowledge conflict between agents, structure of decision, profile and criteria of consensus determining are presented in the first part of the article. Next, a two-stage algorithm of consensus determining is elaborated. This algorithm, among other things, allows shortening the period of time necessary to take a decision and limiting the risk associated with this process as well as it leads to increased effectiveness of decision-making since solutions generated by agents of an inadequate level of knowledge are not taken into account.
Journal: Informatyka Ekonomiczna
- Issue Year: 2012
- Issue No: 25
- Page Range: 182-194
- Page Count: 13
- Language: English