Computationally Manageable Combinational Auctions
Management Science
Coalition structure generation with worst case guarantees
Artificial Intelligence
Introduction to Distributed Algorithms
Introduction to Distributed Algorithms
Dynamic Coalition Formation among Rational Agents
IEEE Intelligent Systems
Dynamic models of coalition formation: fallback vs. build-up
Proceedings of the 9th conference on Theoretical aspects of rationality and knowledge
Searching for Optimal Coalition Structures
ICMAS '00 Proceedings of the Fourth International Conference on MultiAgent Systems (ICMAS-2000)
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
A Real-Time Negotiation Model and A Multi-Agent Sensor Network Implementation
Autonomous Agents and Multi-Agent Systems
Anytime optimal coalition structure generation
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Particle swarms cooperative optimization for coalition generation problem
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
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An agent-based organizational model for a smart energy system is introduced relying on a dynamic coalition formation mechanism for virtual power plants. Central to this mechanism we propose a solution concept that stems from the existent stability notions in coalitional games. The process is intended as an open-ended organizational adaptation, concerned with achieving stable configurations that meet the desired functionalities within stochastic scenarios. We deploy the mechanism in distributed environments populated by negotiating agents and give empirical results that prove a significant improvement of organizational efficiency.