An epidemiological model of monkeypox: model prediction and control application by Min Qian, Danyang Li, Zihan Hao, Shujuan Hu, Weide Li

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Optimized Controller Design Using Hybrid Real-Time Model Identification with LSTM-Based Adaptive Control by Yeon-Jeong Park, Joon-Ho Cho

“…Our approach integrates an optimally adaptive Proportional–Integral–Derivative (PID) controller design algorithm that estimates the coefficients of the SOPTD model in the Smith Predictor control structure and adjusts the PID controller parameters dynamically. …”
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Time‐optimal finite control set model predictive control of non‐isolated DC–DC converters by Thibaut Harzig, Brandon Grainger

“…Abstract The authors propose a time‐optimal finite control‐set model predictive control (FCS‐MPC) formulation, generalised to the three most common non‐isolated DC–DC converters (buck, boost, buck–boost) tracking a constant switching frequency. …”
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Control Optimization of Steam Boilers via Reinforcement Learning by Emmanuel Okafor, Maad Alowaifeer

“…This study proposes a novel hybrid adaptive control framework that significantly enhances system performance by synergizing off-policy deep reinforcement learning, model reference adaptive control (MRAC), and optimized PID control through a weighted fusion strategy. …”
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Stiction-model-based re-tuning of PI controller for industrial process control loops by Masaharu Daiguji, Yoshiyuki Yamashita

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Optimal control of a mathematical model for cancer chemotherapy under tumor heterogeneity by Shuo Wang, Heinz Schättler

“…Numerical computations and simulations that explore the optimality of bang-bang and singular controls are given. …”
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Using nonlinear model predictive control to find optimal therapeutic strategies to modulate inflammation by Judy Day, Jonathan Rubin, Gilles Clermont

“…In this work, we pursue this goal by implementing a nonlinear model predictive control (NMPC) algorithm in the context of a reduced computational model of the acute inflammatory response to severe infection. …”
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Transmission dynamics and optimal control of brucellosis in Inner Mongolia of China by Linhua Zhou, Meng Fan, Qiang Hou, Zhen Jin, Xiangdong Sun

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CMACGSA: Improved Gravitational Search Algorithm Based on Cerebellar Model Articulation Controller for Optimization by Nazmiye Ebru Bulut, Emre Dandil, Ugur Yuzgec, Alpaslan Duysak

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HPV transmission and optimal control of cervical cancer in China by Huarong Ren, Rui Xu, Juan Zhang

“…Aligned with national prevention and control objectives, considering two key interventions, that is widespread HPV vaccination and systematic CC screening, this study develops a novel two-sex, age-structured transmission model to characterize HPV transmission dynamics and CC progression, and implementation of intervention strategies. …”
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Optimization of Adaptive Cruise Control Strategies Based on the Responsibility-Sensitive Safety Model by Tengwei Yu, Yubin Tang, Renxiang Chen, Shuen Zhao

“…This paper introduces an Adaptive Cruise Control (ACC) strategy based on Model Predictive Control (MPC) and Responsibility-Sensitive Safety (RSS) models. …”
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Large-Deflection Mechanical Modeling and Surrogate Model Optimization Method for Deformation Control of Flexible Pneumatic Structures by Guishan Wang, Peiyuan Wang, Xiuxuan Yang, Can Yang, Chengguo Yu

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Numerical and Theoretical Treatments of the Optimal Control Model for the Interaction Between Diabetes and Tuberculosis by Saburi Rasheed, Olaniyi S. Iyiola, Segun I. Oke, Bruce A. Wade

“…Furthermore, the basic reproduction number of the autonomous form of the proposed optimal control mathematical model is calculated. …”
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Optimal Control of Rumor Spreading Model with Consideration of Psychological Factors and Time Delay by Liang’an Huo, Chenyang Ma

“…In this paper, we consider an optimal control of rumor spreading model with psychological factors and time delay. …”
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Heuristic model free optimal controller design using gradient based PSO by Yousef Alipourri

“…For overcoming these disadvantages, in this paper, the model free optimal controller scheme is utilized. …”
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Optimizing dog population control strategies in Thailand using mathematical and economic modeling by Weerakorn Thichumpa, Anuwat Wiratsudakul, Saranath Lawpoolsri, Yanin Limpanont, Weerapong Thanapongtharm, Lauren M. Smith, Sarawut Maneewong, Wirichada Pan-ngum

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Stochastic Characteristics and Optimal Control for a Stochastic Chemostat Model with Variable Yield by Rong Yan, Shulin Sun

“…Third, the necessary condition of an optimal stochastic control for the stochastic model is established by Hamiltonian function. …”
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Analytical Optimal Control of Delayed Worm Propagation Model in Heterogeneous IoT Systems by B. S. N. Murthy, V. Madhusudanan, M. N. Srinivas, L. Guerrini, Anwar Zeb, Nhu-Ngoc Dao, Sungrae Cho

“…This paper presents a mathematical model for worm propagation, where infectivity is influenced by latency within heterogeneous Internet of Things (IoT) systems. …”
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Dynamics analysis and optimal control of a fractional-order lung cancer model by Xingxiao Wu, Lidong Huang, Shan Zhang, Wenjie Qin

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Modeling a Rumor Propagation in Online Social Network: An Optimal Control Approach by Rachid Ghazzali, Amine El Bhih, Adil El Alami Laaroussi, Mostafa Rachik

“…Our main objective is to characterize the three optimal controls that minimize the number of spreader users, fake pages, and the corresponding costs. …”
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