In the previous chapters, we focused on the mechanisms underlying biological swarm behavior and how to leverage these mechanisms to design distributed cooperative control strategies for multi-agent systems. These strategies aim to achieve swarm control for either formation or geometric tasks. In practice, however, it is not just about completing tasks but about how effectively and efficiently those tasks are completed. For instance, can the specified swarm task be completed more quickly? Can it be achieved in a more stable state?

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Optimization Strategies for Distributed Coordination Control Systems

  • Yongnan Jia

摘要

In the previous chapters, we focused on the mechanisms underlying biological swarm behavior and how to leverage these mechanisms to design distributed cooperative control strategies for multi-agent systems. These strategies aim to achieve swarm control for either formation or geometric tasks. In practice, however, it is not just about completing tasks but about how effectively and efficiently those tasks are completed. For instance, can the specified swarm task be completed more quickly? Can it be achieved in a more stable state?