Multi-agent System for On-Line Game Matchmaking

Dan Latocha , Piotr Przemyslaw Arabas

Abstract

The task of choosing players to form optimal games is formulated as a binary mathematical programing problem. An efficient heuristic is proposed and decomposed to build a multi-agent system. The quality of such a solution is compared with the quality of the exact one, found with the MILP solver. The scalability of the system is verified by numerical experiments.
Author Dan Latocha (FEIT / AK)
Dan Latocha ,,
- The Institute of Control and Computation Engineering
, Piotr Przemyslaw Arabas (FEIT / AK) - [Research and Academic Computer Network (NASK)]
Piotr Przemyslaw Arabas,,
- The Institute of Control and Computation Engineering
- Naukowa i Akademicka Sieć Komputerowa
Pages245-256
Publication size in sheets0.55
Book Szewczyk Roman, Kaliczyńska Małgorzata, Zieliński Cezary: Challenges in Automation, Robotics and Measurement Techniques. Proceedings of AUTOMATION-2016, March 2-4, 2016, Warsaw, Poland, Advances in Intelligent Systems and Computing, vol. 440, 2016, Springer International Publishing, ISBN 978-3-319-29356-1, [978-3-319-29357-8], 919 p., DOI:10.1007/978-3-319-29357-8
Keywords in EnglishMatchmaking MILP Multi-agent system
DOIDOI:10.1007/978-3-319-29357-8_22
URL http://link.springer.com/chapter/10.1007/978-3-319-29357-8_22
ProjectDevelopment of methodology of control, decision support and production management. Project leader: Zieliński Cezary, , Phone: 5102, start date 19-05-2015, end date 31-12-2016, 504/02233/1031, Completed
WEiTI Działalność statutowa
Languageen angielski
File
latocha arabas automation_2016.pdf 330.8 KB
Score (nominal)15
ScoreMinisterial score = 15.0, 04-09-2019, BookChapterSeriesAndMatConfByConferenceseries
Ministerial score (2013-2016) = 15.0, 04-09-2019, BookChapterSeriesAndMatConfByConferenceseries
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