The C programming language
Coalition structure generation with worst case guarantees
Artificial Intelligence
Generating Coalition Structures with Finite Bound from the Optimal Guarantees
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 2
Coalition formation mechanism in multi-agent systems based on genetic algorithms
Applied Soft Computing
Coalition Structure Generation in Task-Based Settings
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Simulated Annealing for Coalition Formation
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Anytime optimal coalition structure generation
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Coalition structure generation: dynamic programming meets anytime optimization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 1
Coalition structure generation with GRASP
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Coalition structure generation over graphs
Journal of Artificial Intelligence Research
An efficient vector-based representation for coalitional games
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
| Hi-index | 0.00 |
We present a simulated annealing algorithm for coalition formation represented as characteristic function games. We provide a detailed analysis of various neighbourhoods for the algorithm, and of their effects to the algorithm's performance. Our practical experiments and comparisons with other methods demonstrate that simulated annealing provides a useful tool to tackle the combinatorics involved in multi-agent coalition formation.