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分布式MPC问题的混合整数规划技巧

Mixed-Integer Programming Techniques in Distributed MPC Problems

作者:I. Prodan;F. Stoican;S. Olaru;C. Stoica;S.-I. Niculescu 加工时间:2015-08-28 信息来源:科技报告(Other) 索取原文[17 页]
关键词:多代理问题;MPC;避障条件
摘 要:This chapter proposes a distributed approach for the resolution of a multi-agent problem under collision and obstacle avoidance conditions. Using hyperplane arrangements and mixed integer programming, we provide an efficient description of the feasible region verifying the avoidance constraints. We exploit geometric properties of hyperplane arrangements and adapt this description to the distributed scheme in order to provide an efficient Model Predictive Control (MPC) solution. Furthermore, we prove constraint validation for a hierarchical ordering of the agents.
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