Optimal PID controller with evolutionary optimization algorithms for rehabilitation robots by Kamran Joyo, Talha Ahmed Khan, Kushsairy Abdul Kadir, Mohd Nizam Bin Husen, Haidawati Mohamad Nasir, Munaza Azhar

“…This research study validates the mathematical models for finding optimizing parameters of the PID, including a comparative study comprising of four diverse cost functions. …”
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Optimal surgery sequence in the treatment of degenerative hip-spine syndrome: a propensity score-based inverse probability of treatment weighting analysis by Yiming Fan, Yi Huang, Tianhao Wang, Qi Wang, Han yu, Chao Xue, Guoquan Zheng, Yan Wang

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Spatial–Temporal Evolution Characteristics and Driving Mechanism Analysis of the “Three-Zone Space” in China’s Ili River Basin by Zhixian Jiang, Meihua Yang, Li Yang, Wenjing Su, Zhuojun Liu

“…Then, it utilizes the optimized parameter Geodetector (OPGD) to analyze the driving mechanisms behind these changes. …”
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Robotic optimization of powdered beverages leveraging computer vision and Bayesian optimization by Emilia Szymańska, Emilia Szymańska, Josie Hughes

“…By leveraging Bayesian Optimization and image analysis, the robot explores the parameter space to identify the ideal conditions for producing cappuccino with high foam quality. …”
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Estimation of neuron parameters from imperfect observations. by Joseph D Taylor, Samuel Winnall, Alain Nogaret

“…By tuning this offset, we induce saddle-node bifurcations from sub-optimal to optimal solutions. This regularization method increases the probability of finding the optimal set of parameters from 67% to 94.3%. …”
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Improved Quantum Particle Swarm Optimization of Optimal Diet for Diabetic Patients by Abdellah Ahourag, Zakaria Bouhanch, Karim El Moutaouakil, Abdellah Touhafi

“…The resolution of this diet optimization model, executed multiple times with adjustments to the parameters of both methods, enables dynamic exploration and provides a wide range of diverse and effective food choices.…”
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Characterization and optimization of heat engines: Pareto-optimal fronts and universal features by Gustavo A L Forão, Jonas Berx, Carlos E Fiore

“…Our results reveal a general trend: while simultaneous optimization over a few parameters typically yields convex Pareto fronts, these fronts become concave as more parameters are varied freely and non-conservative driving becomes significant. …”
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IECO: an improved educational competition optimizer for state-of-the-art engineering optimization by Xiaojie Tang, Junbo Jacob Lian, Ling Ma, Xincan Wu, Rui Zhong, Yujun Zhang, Huiling Chen

“…Experimental results, supported by 95% confidence intervals and five performance metrics, demonstrate IECO’s superior performance in solving complex and high-dimensional engineering optimization problems. These findings position IECO as a new state-of-the-art optimizer in single-objective optimization. …”
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Modified particle swarm optimization (MPSO) optimized CNN’s hyperparameters for classification by Murinto Murinto, Sri Winiarti

“…The use of heuristic-based searches allows for this type of problem, where the main contribution in this research is to apply the MPSO algorithm to find the optimal parameters of CNN, including the number of convolution layers, the filters used in the convolution process, the number of convolution filters and the batch size. …”
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Robust parameter design for constrained randomization lifetime improvement experiments by Shanshan Lv, Yichen Zhao, Sen Li, Guodong Wang, Xueqing Wang

“…Finally, we discuss the practical implications of the optimal solutions for manufacturers, finding that variations remain tolerable within a certain range.…”
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Microclimate-driven strategies for thermally comfortable university open spaces in cold regions of China by Wenqiang Jing, Jing Qiu, Zhemin Ge, Teng Mu, Yingdi Yin, Zeming Qin, Yike Liu

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Effects of Supplementation of Synbiotic (DiPro Plus) on Growth Performance, Health Status, Skeletal parameters and Blood Parameters in Holstein Suckling Calves by Vahid Vahedi, Mehrab Hamdam, Taher Yalchi, Sayyad Seifzadeh

“…In this system, a score of zero was assigned for optimal health and fecal condition, while a score of three indicated the worst health and fecal quality. …”
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Optimal Performance of PI Controller for AC Microgrid Based on Metaheuristic Optimization Algorithms by Ruqaya Majeed Kareem, Mohammed Kh. Al-Nussairi, Ramazan Bayindir

“…Unfortunately, this strategy isn’t accurate in keeping the system frequency and voltage near their nominal values. As a result, the parameter values must be carefully selected utilizing the optimization techniques. …”
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An improved pelican optimization algorithm for function optimization and constrained engineering design problems by Haval Tariq Sadeeq, Araz Abrahim, Thamer Hameed, Najdavan Kako, Reber Mohammed, Dindar Ahmed

“…These algorithms provide a versatile and powerful approach to finding near-optimal solutions for complex, combinatorial, and computationally intensive problems. …”
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Analysis of Driving Factors of Cropland Productivity in Northeast China Using OPGD-SHAP Framework by Runzhao Gao, Hongyan Cai, Xinliang Xu

“…This study adopted an integrated framework combining the optimal parameter-based geographical detector (OPGD) and SHapley Additive exPlanations (SHAP) to identify key drivers of average and total cropland productivity at the county level from 2001 to 2020. …”
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The Spatial Relationship Characteristics and Differentiation Causes Between Traditional Villages and Intangible Cultural Heritage in China by Xinyan Qian, Yi Yu, Runjiao Liu

“…Through the comprehensive application of the spatial mismatch index, Optimal-Parameter Geographic Detector (OPGD), and multiscale geographically weighted regression (MGWR) model, we systematically reveal their spatial differentiation patterns and driving mechanisms. …”
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Energy Storage Optimization in Renewable Energy Systems using Particle Swarm Optimization by Nidziy Elena, Bobba Phaneendra babu, Seshapp Angadi, Taneja Madhur, Saini Neha, Sharma Vishal, Gupta Tannmay, Sharma Ashish, Al-Farouni Mohammed

“…The sensitivity analysis validated the optimized configurations' robustness, establishing their ability to withstand changes in parameters. …”
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Potential of Using the Ant Colony Optimization Algorithm for Optimal Network Path Selection by Oleksandra Yaroshevska, Veronika Kirova

“…The article considers the possibilities of using the Ant Colony Optimization algorithm to find the shortest path in the network based on the selected criteria. …”
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Effect of radiobiological parameters on the TCP for breast cancer radiotherapy by Luany Nobre Furlan, Mairon Marques dos Santos, Thatiane Alves Pianoschi

“…Our findings underscore the critical influence of radiosensitivity parameters α and β on treatment outcomes, with β emerging as the predominant factor due to its quadratic contribution to the survival fraction. …”
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Evaluation of thermal and kinetic parameters of fragment in gunshot injuries by Ye.I. Sokol, P.F. Shchapov, V.V. Nehoduiko, R.M. Suprun, K.R. Mygushchenko

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