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Solution to Stochastic LQR Problem with Multiple Inputs

Solution to Stochastic LQR Problem with Multiple Inputs
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摘要 This paper considers the stochastic linear quadratic regulation (LQR) problem for Ito stochastic systems with multiple input controllers. The explicit controllers are given in terms of two Riccati equations by introducing one new costate and establishing the homogeneous relationship be- tween the state and the new costate. More importantly, it is more computation saving for the derived Riccati equations than the one derived by augmentation technique.
出处 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2017年第3期568-578,共11页 系统科学与复杂性学报(英文版)
基金 supported by the Taishan Scholar Construction Engineering by Shandong Government the National Natural Science Foundation of China under Grant Nos.61120106011,61403235,61573221 and 61633014 the Natural Science Foundation of Shandong Province under Grant No.ZR2014FQ011 the China Postdoctoral Science Foundation under Grant No.2014M561929 the Special Funds for Postdoctoral Innovation Project of Shandong Province under Grant No.201402032
关键词 Ito stochastic system multiple inputs Riccati equation stochastic LQR. 随机系统 多输入 LQ问题 Riccati方程 求解 线性二次型 控制器 LQR
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