Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm by Youtao Xue, Yuxin Yang, Shaobo Yao, Wenwen Zhao, Lihua Chen

“…This study introduces an SBO framework tailored for Gaussian process regression models, featuring an automatic kernel construction algorithm coupled with a beam search strategy (AKC-GPR). …”
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A hybrid differential evolution particle swarm optimization algorithm based on dynamic strategies by Huarong Xu, Qianwei Deng, Zhiyu Zhang, Shengke Lin

“…Abstract Particle Swarm Optimization (PSO), a meta-heuristic algorithm inspired by swarm intelligence, is widely applied to various optimization problems due to its simplicity, ease of implementation, and fast convergence. …”
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A Fuzzy Genetic Algorithm Based on Binary Encoding for Solving Multidimensional Knapsack Problems by M. Jalali Varnamkhasti, L. S. Lee

“…The fundamental problem in genetic algorithms is premature convergence, and it is strongly related to the loss of genetic diversity of the population. …”
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Smart City Traffic Flow and Signal Optimization Using STGCN-LSTM and PPO Algorithms by Tuxiang Lin, Rongliang Lin

“…Extensive experiments and ablation studies highlight the complementary strengths of STGCN and LSTM, with the hybrid model outperforming standalone variants. The PPO algorithm dynamically adjusts signal timings, reducing vehicle waiting times by 30% and increasing traffic throughput by 15%. …”
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Design Optimization of Curved Curtain Wall Based on SPEA II-GA-BPNN Algorithm by YiQuan Zou, HaoZhou Huang, XuYong Xia, Xin Wang

“…Based on the characteristics of optimization objectives in different stages, a composite scheme process is proposed, which uses the combination of SPEA II multiobjective algorithm and GA single-objective algorithm for design optimization. …”
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Retracted: Electronic Information Signal Recognition Based on a Stochastic Neural Network Algorithm by Journal of Control Science and Engineering

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Application of Fuzzy Immune Algorithm and Soft Computing in the Design of 2-DOF PID Controller by Ning Ding, Priti Prabhakar, Anita Khosla, Vishal Jagota, Edwin Ramirez-Asis, Bhupesh Kumar Singh

“…To solve the difficulty in selecting the crossover probability and mutation probability in genetic algorithms, a fuzzy immune algorithm based on adaptive estimation of crossover probability and mutation probability in a fuzzy reasoning system is proposed, and it is used in the parameter optimization design of a two-degree-of-freedom PID controller. …”
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Two-Layer Optimization Algorithm for Multi-UAV Conflict Resolution considering Individual Fairness by Xusheng Gan, Honghong Zhang, Yarong Wu, Jingjuan Sun, Guhao Zhao, Fugen Lin

“…The reliability of the proposed algorithm is verified based on the Monte Carlo algorithm. …”
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An Efficient GPU-Accelerated Algorithm for Solving Dynamic Response of Fluid-Saturated Porous Media by Wancang Lin, Qinglong Zhou, Xinyi Chen, Wenhao Shi, Jie Ai

“…Regarding the iterative solution of equations, a novel algorithm based on the CUDA kernel function is proposed. …”
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A New Double Color Image Watermarking Algorithm Based on the SVD and Arnold Scrambling by Ying Li, Musheng Wei, Fengxia Zhang, Jianli Zhao

“…In the process of the algorithm, we only need to perform real number algebra operations, which have very low computational complexity and are more effective than the one using the quaternion SVD of color image.…”
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A Chaotic Disturbance Wolf Pack Algorithm for Solving Ultrahigh-Dimensional Complex Functions by Qiming Zhu, Husheng Wu, Na Li, Jinqiang Hu

“…A set of standard test functions are selected to test the performance of the proposed algorithm, and the test results are compared with other algorithms. …”
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A Novel N-Input Voting Algorithm for X-by-Wire Fault-Tolerant Systems by Abbas Karimi, Faraneh Zarafshan, S. A. R. Al-Haddad, Abdul Rahman Ramli

“…In this paper, a novel voting algorithm is introduced for real-time fault-tolerant control systems, appropriate for applications in which N is large. …”
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Optimal Design of Intracranial Hematoma Puncture Drainage Tube Based on Adaptive Bifurcation Algorithm by Jincai Chang, Liyan Jia, Fei Yu, Xinghui Hao, Ze Lu, Zhuoyang Li

“…Aiming at the puncture and drainage of clinical intracranial hematoma, we proposed an adaptive bifurcation algorithm based on the hematoma point cloud and optimized the design of the drainage tube. …”
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Application of Differential Evolution Algorithm in the Construction and Simulation of Interactive English Translation Teaching Mode by Chi Che

“…Moreover, this paper studies the algorithm structure of the LowMC algorithm and evaluates the rationality of the LowMC algorithm round number setting by analyzing the actual attack effect of the key initial round number of a specific linear layer. …”
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Fast Image Segmentation Using Two-Dimensional Otsu Based on Estimation of Distribution Algorithm by Wuli Wang, Liming Duan, Yong Wang

“…Traditional two-dimensional Otsu algorithm has several drawbacks; that is, the sum of probabilities of target and background is approximate to 1 inaccurately, the details of neighborhood image are not obvious, and the computational cost is high. …”
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An Orthogonal Wavelet Transform-Based K-Nearest Neighbor Algorithm to Detect Faults in Bearings by Weipeng Li, Yan Cao, Lijuan Li, Siyu Hou

“…In addition, it achieves an overall recognition rate exceeding 95%, Comparing OWT, EMD, and VMD feature extraction methods, both the OWTKNN and k-center point clustering algorithm do not exceed 80% (KCA), also bearing testimony of the effectiveness of this method.…”
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A multi-dimensional decision framework based on the XGBoost algorithm and the constrained parametric approach by Xinxin Wang, BingBing Zhang, Zeshui Xu, Ming Li, Marinko Skare

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Feedforward and Feedback Vibration Control and Algorithm Design for Cable-Bridge Structure Nonlinear Systems by Yan-Jun Liang, Shi-Liang Wu, De-Xin Gao, Xiao-Rong Xue

“…In order to reduce buffeting loading influence of the wind-induced vibration for the structure and improve the robust performance of the vibration control, based on semiactive vibration control devices and optimal control approach, a feedforward and feedback optimal vibration controller is designed, and an algorithm is presented for the vibration controller. …”
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The Conjugate Gradient Viscosity Approximation Algorithm for Split Generalized Equilibrium and Variational Inequality Problems by Meixia Li, Haitao Che, Jingjing Tan

“…In this paper, we study a kind of conjugate gradient viscosity approximation algorithm for finding a common solution of split generalized equilibrium problem and variational inequality problem. …”
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Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results by Se-Hee Jo, Jina Lee, Wangyun Won, Jun-Woo Kim

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