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Cooperative Evolution Mechanism of Unmanned Swarm within the Framework of Public Goods Game

Author

Listed:
  • Minggang Yu
  • Ming He
  • Ziyu Ma
  • Mingguang Zou
  • Lei Wan
  • Kai Kang

Abstract

One of the key advantages of unmanned swarm operation is its autonomous cooperation. When the communication is interrupted or the centralized control manner is lost, the cooperative operation can still be carried out orderly. This work proposed a cooperative evolution mechanism within the framework of multiplayer public goods game to solve the problem of autonomous collaboration of unmanned swarm in case of failure of centralized control. It starts with the requirement analysis of autonomous cooperation in unmanned swarm, and then, the evolutionary game model of multiplayer public goods based on aspiration-driven dynamics is established. On this basis, the average abundance function is constructed by theoretical derivation, and furthermore, the influence of cost, multiplication factor, and aspiration level on the average abundance is simulated. Finally, the evolutionary mechanism of parameter adjustment in swarm cooperation is revealed via case study, and deliberate proposals are suggested to provide a meaningful exploration in the actual control of unmanned swarm cooperation.

Suggested Citation

  • Minggang Yu & Ming He & Ziyu Ma & Mingguang Zou & Lei Wan & Kai Kang, 2021. "Cooperative Evolution Mechanism of Unmanned Swarm within the Framework of Public Goods Game," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-12, April.
    • Handle: RePEc:hin:jnlmpe:5575815
    DOI: 10.1155/2021/5575815
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