Supervised optimal control in complex continuous systems with trajectory imitation and reinforcement learning by Yingjun Liu, Fuchun Liu, Renwei Huang

“…For complex scenarios where the reward function cannot be achieved or is only with sparse rewards, we proposed a novel supervised optimal control framework based on trajectory imitation (TI) and reinforcement learning (RL) in this paper. …”
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Co-infection mathematical model for HIV/AIDS and tuberculosis with optimal control in Ethiopia. by Tigabu Kasie Ayele, Emile Franc Doungmo Goufo, Stella Mugisha

“…To curtail the cost and disease fatality, an optimal control model is formulated via time based controlling efforts. …”
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Recent development on optimization of bio-cementation for soil stabilization and wind erosion control by Jia He, Yang Liu, Lingxiao Liu, Boyang Yan, Liangliang Li, Hao Meng, Lei Hang, Yongshuai Qi, Min Wu, Yufeng Gao

“…This paper reviews and analyzes recent research development on bio-cementation for soil stabilization and wind erosion control. Bio-cement is a type of cementitious materials by adopting natural biological processes for geotechnical and construction applications. …”
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Controllability Analysis and Optimization of Hydrocannon Nozzle Shape Based on Direct Extreme Approach by V. K. Tolstykh, Yu. V. Dmitruk

“…Introduction. Controllability analysis is a required stage for the correct formulation and solution of any optimal control problem. …”
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Optimizing traffic signal control for continuous‐flow intersections: Benchmarking against a state‐of‐practice model by Yining Hu, David Rey, Reza Mohajerpoor, Meead Saberi

“…This study develops and examine a two‐step optimization model for CFI traffic signal control design and demonstrates its performance across more than 300 different travel demand scenarios. …”
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Enhancing Malaria Control Strategy: Optimal Control and Cost-Effectiveness Analysis on the Impact of Vector Bias on the Efficacy of Mosquito Repellent and Hospitalization by Iffatricia Haura Febiriana, Abdullah Hasan Hassan, Dipo Aldila

“…Furthermore, we have shown that the more biased the vector attracted to infected individuals, the higher the cost needed to implement the control strategy.…”
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Optimized PID Controller for Load Frequency Control in Multi-Source and Dual-Area Power Systems Using PSO and GA Algorithms by Zhengwei Qu, Waqar Younis, Xianglin Liu, Abdul Khalique Junejo, Sulaiman Z. Almutairi, Peng Wang

“…This paper presents an optimized load frequency control (LFC) approach for interconnected power systems with conventional and renewable energy sources. …”
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Optimal strategies of social distancing and vaccination against seasonal influenza by Eunha Shim

“…Furthermore, with higher transmissibility of the influenza virus (i.e. higher R0), the optimal control strategy needs to include more efforts to increase vaccination rates rather than efforts to encourage social distancing. …”
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An Optimal Adaptive Control of DC-Microgrid with the Aim of Accurate Current Sharing and Voltage Regulation According to the Load Variation and Gray-Wolf Optimization by Muhammad Hammad Saeed, Sajid Iqbal, Madni Sohail, Usman Akram

“…Using this method, this problem is solved by increasing the total gain decrease. For more accuracy, a gray-wolf algorithm has been used to optimize the droop gains. …”
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Optimized multi‐biometric enhancement analysis by Saliha Artabaz, Layth Sliman, Karima Benatchba, Mouloud Koudil

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Optimal Location for Electric Vehicle Fast Charging Station as a Dynamic Load for Frequency Control Using Particle Swarm Optimization Method by Yassir A. Alhazmi, Ibrahim A. Altarjami

“…The second stage is to explore the optimal regulation of the dynamic EVFCS load using the PSO approach for the PID controller. …”
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A Computationally-Efficient Data-Driven Safe Optimal Algorithm Through Control Merging by Marjan Khaledi, Bahare Kiumarsi

“…In this case, the optimal controller contributes more to the overall controller. …”
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The optimal anticoagulation strategy for COVID-19, prophylactic or therapeutic?: a meta-analysis, trial sequential analysis, and meta-regression of more than 27,000 participants by Mingyue Guo, Qi Han, Jiaxuan Xing, Feng Xu, Jiali Wang, Chuanbao Li, Zechen Shan, Yuan Bian, Hao Wang, Li Xue, Qiuhuan Yuan, Chang Pan, Yanshan De, Xingfang Wang, Panpan Hao, Shengchuan Cao, Jiaojiao Pang, Yuguo Chen

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The optimal spatially-dependent control measures to effectively and economically eliminate emerging infectious diseases. by Fan Xia, Yanni Xiao, Junling Ma

“…Indeed, the optimal control strategy we identified suggests that more costly control measures should be implemented as soon as they are deemed necessary. …”
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Optimal Semiactive Damping Control for a Nonlinear Energy Sink Used to Stabilize Milling by Zhuo Chen, Huancai Lu

“…The results show that the passive NES is better than the passive TVA; the semiactive NES provides more effective vibration attenuation than the passive NES, and the continuous control is more effective than the on-off control.…”
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Multiobjective Optimal Control for Hydraulic Turbine Governing System Based on an Improved MOGWO Algorithm by Xin Xia, Jie Ji, Chao-shun Li, Xiaoming Xue, Xiaolu Wang, Chu Zhang

“…In order to optimize the solution to the multiobjective problems, a novel multiobjective grey wolf optimizer algorithm with searching factor (sMOGWO) is also proposed with two improvements: adding searching step to search more no-domain solutions nearby the wolves and adjusting control parameters to keep exploration ability in later period. …”
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Maximizing Microgrid Efficiency: A Unified Approach with Extended Optimal Propositional Logic Control by Muhammed Cavus

“…The P-PLC method makes the control structure more flexible. However, this method is not optimal. …”
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Application of Transcendental Bernstein Polynomials for Solving Two-Dimensional Fractional Optimal Control Problems by Fateme Ghomanjani, Samad Noeiaghdam, Sanda Micula

“…The aim of this study is to introduce a novel method to solve a class of two-dimensional fractional optimal control problems. Since there are some difficulties solving these problems using analytical methods, thus finding numerical methods to approximate their solution is a challenging topic. …”
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Construction of and Low-Carbon Optimization Strategies for Block-Level Carbon Emission Control Unit by Wenjie LI, Yingsheng ZHENG, Qingfang ZHANG, Qiuyun ZENG

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Quadrotor Robust Fractional-Order Control Based on a Recent Bonobo Optimization Algorithm by Faycal Ziani, Aissa Benhammou, Mohamed Amine Hartani, Hegazy Rezk

“…This research work presents an in-depth analysis of a quadcopter in terms of modeling, control, and optimization, where central to the operation of quadcopters and all robotics systems is the idea of stability response. …”
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