OPTIMAL_CONTROL

作品数：617被引量：1059H指数：13
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Optimization methods rooted in optimal control
《Science China(Information Sciences)》2024年第12期268-276,共9页Huanshui ZHANG Hongxia WANG Yeming XU Ziyuan GUO 
supported by Original Exploratory Program Project of National Natural Science Foundation of China (Grant No.62450004);High-Level Talent Team Project of Qingdao West Coast New Area (Grant No.RCTD-JC-2019-05);Joint Funds of the National Natural Science Foundation of China (Grant No.U23A20325);Major Basic Research of Natural Science Foundation of Shandong Province (Grant No.ZR2021ZD14);Natural Science Foundation of Shandong Province (Grant No.ZR2024MF045)。
In the paper, we investigate the optimization problem(OP) by applying the optimal control method. The optimization problem is reformulated as an optimal control problem(OCP) where the controller(iteration updating) is...
关键词：optimal control optimization methods optimization algorithm maximum principle superlinear convergence 
Policy iteration-based adaptive optimal control for Markov jump systems:a transition-probability-free asynchronous approach
《Science China(Information Sciences)》2024年第11期359-360,共2页Weidi CHENG Chengcheng REN Shuping HE Changyin SUN 
supported by the National Natural Science Foundation of China(Grant No.62073001);the Anhui Provincial Key Research and Development Project(Grant No.2022i01020013);the University Synergy Innovation Program of Anhui Province(Grant No.GXXT-2021-010);the Anhui Province Graduate Education Quality Project(Grant No.2023xscx027)。
The controller and filter design problems of Markov jump systems(MJSs)have gained significant attention over the past few decades.These studies include various aspects,including stochastic stabilization[1],optimal tra...
关键词：optimal ITERATION STABILIZATION 
Prescribed-time stabilization and inverse optimal control of stochastic high-order nonlinear systems
《Science China(Information Sciences)》2024年第2期140-152,共13页Ran LIU Hui WANG Wuquan LI 
This work was supported by National Natural Science Foundation of China(Grant No.62373179);Taishan Scholars Program of Shandong Province of China(Grant No.tstp20221133);Fundamental Research Projects of Science&Technology Innovation and Development Plan in Yantai City(Grant No.2023JCYJ051);Special Supporting Funding for Leading Talents Above Provincial Level in Yantai City.
This paper investigates the prescribed-time state-feedback stabilization and prescribed-time inverse optimality problems for stochastic high-order nonlinear systems.First,a time-varying controller is designed by devel...
关键词：stochastic high-order nonlinear systems prescribed-time stabilization the scaled design inverse optimality 
Value iteration algorithm for continuous-time linear quadratic stochastic optimal control problems
《Science China(Information Sciences)》2024年第2期166-176,共11页Guangchen WANG Heng ZHANG 
This work was supported by National Natural Science Foundation of China(Grant Nos.61925306,61821004,11831010);National Key R&D Program of China(Grant No.2022YFA1006103);Natural Science Foundation of Shandong Province(Grant Nos.ZR2019ZD42,ZR2020ZD24).
In this study,we investigate a continuous-time infinite-horizon linear quadratic stochastic optimal control problem with multiplicative noise in control and state variables.Using the techniques of stochastic stability...
关键词：stochastic systems optimal control linear quadratic stochastic problem generalized algebraic Riccati equation value iteration algorithm 
Nonadiabatic holonomic quantum computation and its optimal control
《Science China(Information Sciences)》2023年第8期19-40,共22页Yan LIANG Pu SHEN Tao CHEN Zheng-Yuan XUE 
supported by National Natural Science Foundation of China(Grant No.12275090);Guangdong Provincial Key Laboratory(Grant No.2020B1212060066);Innovation Program for Quantum Science and Technology(Grant No.2021ZD0302300)。
The geometric phase has the intrinsic property of being resistant to some types of local noises as it only depends on global properties of the evolution path.Meanwhile,the non-Abelian geometric phase is in the matrix ...
关键词：quantum computation geometric phases quantum gates optimal control 
Aggregation method to reachability and optimal control of large-size Boolean control networks被引量：2
《Science China(Information Sciences)》2023年第7期303-304,共2页Shuling WANG Haitao LI 
supported by National Natural Science Foundation of China(Grant No.62073202);Young Experts of Taishan Scholar Project(Grant No.tsqn201909076)。
Dear editor,As an effective model of genetic regulatory networks,the Boolean network was introduced by Kauffman,and has since been extensively studied in systems biology.Boolean control networks(BCNs)are Boolean netwo...
关键词：BOOLEAN OPTIMAL NETWORKS 
Multi-constrained intelligent gliding guidance via optimal control and DQN被引量：4
《Science China(Information Sciences)》2023年第3期210-225,共16页Jianwen ZHU Hao ZHANG Sibo ZHAO Weimin BAO 
In order to improve the adaptability and robustness of gliding guidance under complex environments and multiple constraints,this study proposes an intelligent gliding guidance strategy based on the optimal guidance,pr...
关键词：gliding flight optimal guidance velocity control deep reinforcement learning intelligent decision 
A logical network approximation to optimal control on a continuous domain and its application to HEV control被引量：4
《Science China(Information Sciences)》2022年第11期174-191,共18页Yuhu WU Jiangyan ZHANG Tielong SHEN 
supported in part by National Natural Science Foundation of China(Grant Nos.62173062,61973053,61773090);。
The finite-time horizon optimal control problem is investigated for discrete-time dynamical systems defined on a continuous domain.First,the original optimal control problem in the continuous domain is approximated as...
关键词：finite horizon optimal control logical networks semi-tensor product quantification HEV control 
Data-driven optimal cooperative adaptive cruise control of heterogeneous vehicle platoons with unknown dynamics被引量：3
《Science China(Information Sciences)》2020年第9期105-116,共12页Xiulan SONG Feng DING Feng XIAO Defeng HE 
supported by National Natural Science Foundation of China(Grant No.61803336);Zhejiang Provincial Natural Science Foundation(Grant No.LR17F030004)。
This paper considers the cooperative adaptive cruise control(CACC)problem of heterogeneous vehicle platoons and proposes a data-driven optimal CACC approach for the heterogeneous platoon with unknown dynamics.To cope ...
关键词：vehicle platoons cooperative adaptive cruise control optimal control data-driven control string stability 
Optimal control with irregular performance被引量：4
《Science China(Information Sciences)》2019年第9期116-129,共14页Huanshui ZHANG Juanjuan XU 
supported by National Natural Science Foundation of China (Grant Nos. 61633014, 61573221, 61873332);the Qilu Youth Scholar Discipline Construction Funding from Shandong University
In this paper, we solve the long-standing fundamental problem of irregular linear-quadratic(LQ)optimal control, which has received significant attention since the 1960s. We derive the optimal controllers via the key t...
关键词：IRREGULAR LQ control RICCATI EQUATION STABILIZATION 
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