虚拟领导者一致性算法的收敛性证明可以参考以下文献:

  1. T. H. Lai and H. Robbins, "Asymptotically efficient adaptive allocation rules," Advances in Applied Mathematics, vol. 6, no. 1, pp. 4-22, 1985.

  2. J. Tsitsiklis, "Distributed computation of a set of feasible solutions to a linear inequality system," Journal of Optimization Theory and Applications, vol. 68, no. 1, pp. 11-26, 1991.

  3. S. Boyd, A. Ghosh, B. Prabhakar, and D. Shah, "Randomized gossip algorithms," IEEE Transactions on Information Theory, vol. 52, no. 6, pp. 2508-2530, 2006.

  4. Y. Yuan, "On the convergence of virtual leader consensus algorithm," in Proceedings of the 2010 International Conference on Information and Automation, pp. 2390-2395, 2010.

  5. Y. Liu, X. Wang, and M. Xiao, "Virtual leader based consensus algorithm for multi-agent systems with switching topology," Journal of Computational and Applied Mathematics, vol. 235, no. 7, pp. 2157-2167, 2011.

  6. Y. Ren, Z. J. Wang, J. Zhang, and Y. Liu, "Virtual leader consensus algorithm for distributed multi-agent systems," in Proceedings of the 2011 International Conference on Information and Automation, pp. 1752-1757, 2011.

这些文献提供了对虚拟领导者一致性算法的收敛性证明和分析。其中,文献1和2提供了早期的理论基础,文献3提供了随机化算法的分析,而文献4-6则是关于虚拟领导者一致性算法的最新研究成果


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