Impulsive control method based on improved differential evolution algorithm

Juan Zhao*, Tao Cai, Fang Deng, Hongwei Yang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, a new strategy based on impulsive control model of high speed roller is proposed. To make the roller hit the specified target, the strategy is summarized as an optimal control model calculating required number of impulses, the igniting time and phase of each impulse, and also an improved Differential Evolution (DE) Algorithm is adopted to resolve. It is too difficult to solve the orderliness of igniting time by Basic DE, so a Mapping Differential Evolution Algorithm (MDE) is proposed, which maps the sorting time variables to random coefficient range [0,1]. In addition, a DE with self-adapting parameter is used to accelerate the convergence rate. Simulation results show the high accuracy of high speed roller with the method.

源语言英语
主期刊名Proceedings of the 30th Chinese Control Conference, CCC 2011
3777-3781
页数5
出版状态已出版 - 2011
活动30th Chinese Control Conference, CCC 2011 - Yantai, 中国
期限: 22 7月 201124 7月 2011

出版系列

姓名Proceedings of the 30th Chinese Control Conference, CCC 2011

会议

会议30th Chinese Control Conference, CCC 2011
国家/地区中国
Yantai
时期22/07/1124/07/11

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