/research-paper-2

Fuzzy Grade of Membership as a Consensus and Synchronization Mechanism in Agent-Based Models

Primary LanguageTeX

Title

Fuzzy Grade of Membership as a Consensus and Synchronization Mechanism in Agent-Based Models

Method

Agents use fuzzy systems for their rules. The antecedents of these fuzzy systems is used as a consensus and synchronization mechanism for the multiagent system. Inputs to an agents' fuzzy system are used as

Highlights

  • Fuzzy systems can both be used as a coordination control system (for consensus and synchronization) and for the agents' rules.
  • The method can work in multiple agent organization approaches (flat, hierarchical, holonic, coalition, team, matrix, congregation).
  • The method can be implemented heterogeneous$$$$$
  • The method distributed$$$$$
  • There is agent communication using a blackboard approach during consensus. The agents communicate the size and direction of the trade position that the would create.
  • For experiments we use a flat organization among the agents.