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Distributed Optimization, Learning and Game.

  1. Linli Zhang, Dewei Li, Shuai Jia, Haibin Shao.
    Brain-Inspired Experience Reinforcement Model for Bin Packing in Varying Environments.
    IEEE Transactions on Neural Networks and Learning Systems, 33(5):2168-2180, 2022. PDF

  2. Xiaoxing Ren, Dewei Li, Yugeng Xi, and Haibin Shao.
    An accelerated distributed gradient method with local memory.
    Automatica, 146:110260, 2022. PDF

  3. Xiaoxing Ren, Dewei Li, Yugeng Xi, and Haibin Shao.
    Distributed global optimization for a class of nonconvex optimization with coupled constraints.
    IEEE Transactions on Automatic Control, 67(8):4322-4329, 2021. PDF

  4. Xiaoxing Ren, Dewei Li, Yugeng Xi, and Haibin Shao.
    Distributed multi-agent optimisation via coordination with second-order nearest neighbours.
    IET Control Theory & Applications, 14(13):1733–1743, 2020. PDF

  5. Xiaoxing Ren, Dewei Li, Yugeng Xi, and Haibin Shao.
    Distributed subgradient algorithm for multi-agent optimization with dynamic stepsize.
    IEEE/CAA Journal of Automatica Sinica, 8(8):1451-1464, 2021. PDF