TY - GEN
T1 - Voting in multi-agent system for improvement of partial observations
AU - Choinski, Dariusz
AU - Metzger, Mieczyslaw
AU - Nocon, Witold
PY - 2011
Y1 - 2011
N2 - In this paper a system for monitoring a biotechnical system is presented. Some of the events associated with the state of metabolic reactions are indistinguishable, mainly due to lack of appropriate sensors and measurement capabilities. Therefore, a solution is needed to identify the state in which the reactor currently is, based on the information and measurements available in real time. The solution presented in this paper is based on a multi agent system, in which particular agents identify the state of the process based on selected measurements. Those partial identification results are than used to provide a cumulative result by means of a voting mechanism between all the particular agents. Such a solution seems to be a promising alternative to standard monitoring and identification methods.
AB - In this paper a system for monitoring a biotechnical system is presented. Some of the events associated with the state of metabolic reactions are indistinguishable, mainly due to lack of appropriate sensors and measurement capabilities. Therefore, a solution is needed to identify the state in which the reactor currently is, based on the information and measurements available in real time. The solution presented in this paper is based on a multi agent system, in which particular agents identify the state of the process based on selected measurements. Those partial identification results are than used to provide a cumulative result by means of a voting mechanism between all the particular agents. Such a solution seems to be a promising alternative to standard monitoring and identification methods.
KW - Monitoring of Biotechnological Processes
KW - Multi-Agent Systems
KW - Voting
UR - https://www.scopus.com/pages/publications/79960304835
U2 - 10.1007/978-3-642-22000-5_37
DO - 10.1007/978-3-642-22000-5_37
M3 - Conference contribution
AN - SCOPUS:79960304835
SN - 9783642219993
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 353
EP - 362
BT - Agent and Multi-Agent Systems
T2 - 5th KES International Conference on Agent and Multi-Agent Systems: Technologies and Applications, KES-AMSTA 2011
Y2 - 29 June 2011 through 1 July 2011
ER -