Multi-Agent Coalition Systems for Multi-Goal Decision-Making
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2024-01-19 22:28
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658.5.011 (3)
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MELNIC, Radu, SESTENCO-DIACEK, Natalia, ABABII, Constantin, STRUNĂ, Vadim, LASCO, Victor. Multi-Agent Coalition Systems for Multi-Goal Decision-Making. In: Workshop on Intelligent Information Systems, Ed. 2023, 19-21 octombrie 2023, Chişinău. Chişinau, Moldova: Valnex, 2023, pp. 161-168. ISBN 978-9975-68-492-7..
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Workshop on Intelligent Information Systems 2023
Conferința "Workshop on Intelligent Information Systems"
2023, Chişinău, Moldova, 19-21 octombrie 2023

Multi-Agent Coalition Systems for Multi-Goal Decision-Making

CZU: 658.5.011

Pag. 161-168

Melnic Radu1, Sestenco-Diacek Natalia1, Ababii Constantin2, Strună Vadim1, Lasco Victor1
 
1 Technical University of Moldova,
2 IAW International Academy, Brigachtal
 
 
Disponibil în IBN: 8 decembrie 2023


Rezumat

This paper presents the results of designing Multi-Agent systems with applied coalitions for decision-making with MultiObjective conditions in complex processes. The system is based on interaction and collaboration between several Agents, each of which can evaluate and optimize its objectives by applying Genetic Algorithms. The coalition formation process is defined by the mathematical model, the functionality of which and the interaction between Agents are explained based on the sequence diagram. The result of an example of coalition formation is presented as a topology of interconnection between the set of Agents.

Cuvinte-cheie
multi-agent, Collaborative Agents, Coalition Systems, decision-making, Multi-Goal, genetic algorithms