Coalition Formation in multi-agent systems—an evolutionary approach

Wojciech Gruszczyk, Halina Kwasnicka
2008 International Multiconference on Computer Science and Information Technology  
The paper introduces solution of Coalition Formation Problem (CFP) in Multi-Agents Systems (MAS) based on evolutionary algorithm. The main aim of our study is to develop an evolutionary based algorithm for creation of coalitions of agent for solving assumed tasks. We describe the coding schema and genetic operators such as mutation, crossover and selection that occurred to be efficient in solution of CFP. Last part of the document provides a brief comment on our research results.
doi:10.1109/imcsit.2008.4747228 dblp:conf/imcsit/GruszczykK08 fatcat:uhpnbstdzrgqjjkcmbsyzoh6z4