An Improved Clustering Method for Detection System of Public Security Events Based on Genetic Algorithm and Semisupervised Learning by Heng Wang, Zhenzhen Zhao, Zhiwei Guo, Zhenfeng Wang, Guangyin Xu

“…Meanwhile, motivated by semisupervised learning, guiding effect of prior knowledge is used to accelerate iterative process. Finally, simulation experiments are conducted from two aspects of qualitative analysis and quantitative analysis, which demonstrate that the proposed algorithm performs excellently in improving clustering centers, clustering results, and consuming time.…”
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Compact Workspace Decomposition Based on a Bottom-Up Approach by Georgy Skorobogatov, Toni Calvo, Cristina Barrado, Esther Salami

“…The algorithm decomposes the polygon representing the workspace into a triangular grid, followed by an iterative process of accumulating adjacent triangles while maximizing the compactness of the resulting regions. …”
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The Ontological Multiplicity of Digital Heritage Models: A Case Study of Yunyan Temple, Sichuan Province, China by Jie Tan, Xin Guo, Haijing Huang

“…This includes a temporal database to support iterative refinements of conservation strategies based on ongoing monitoring. …”
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Delay Minimization for BAC-NOMA Offloading in UAV Networks by Haodong Li, Zhengkai Yin, Changsheng Chen

“…By converting the initially non-convex problem into a convex one, an iterative algorithm is developed to solve it. Simulation results demonstrate that the proposed protocol significantly reduces offloading delays relative to existing benchmarks.…”
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Development of a mathematical model of magnetically controlled ferrovariometer control circuit by V. V. Zaitsev, K. S. Fadeev, K. V. Avdeeva

“…On the basis of the developed mathematical model, a program is compiled in a highlevel language that provides input of initial data and their printing, calculation of the coordinates of secondary sources and calculation of the initial approximate value of the associated currents, as well as iterative calculation of the system of equations with a given accuracy. …”
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Simultaneous Pose and Correspondence Estimation Based on Genetic Algorithm by Haiwei Yang, Fei Wang, Zhe Li, Hang Dong

“…And then each individual is modified (selection, crossover, and mutation) in current iterative process. Finally, the fittest individual is stochastically selected from the final population. …”
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A Hybrid Multiuser Detector Based on MMSE and AFSA for TDRS System Forward Link by Zhendong Yin, Xu Jiang, Zhilu Wu, Xiaohui Liu

“…The result of MMSE and its modified formations are used as the initial values of artificial fishes to accelerate the speed of global convergence and reduce the iteration times for AFSA. The simulation results show that the bit error ratio and near-far resistance performances of the proposed detector are much better, compared with MF, DEC, and MMSE, and are quite close to OMD. …”
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Adaptive temporal-difference learning via deep neural network function approximation: a non-asymptotic analysis by Guoyong Wang, Tiange Fu, Ruijuan Zheng, Xuhui Zhao, Junlong Zhu, Mingchuan Zhang

“…In particular, AdaBNTD is capable of converging to the global optimum of the mean square projection Bellman error (MSPBE) with a convergence rate of $${{\mathcal {O}}}(1/\sqrt{K})$$ O ( 1 / K ) , where K denotes the iteration count. Besides, the effectiveness AdaBNTD is also verified through several reinforcement learning benchmark domains.…”
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Development and Implementation of a Healthcare Resource Allocation System: A Case Studay of Rugarama Hospital. by Byamukama, Hillary, Bwambale, Gedion

“…Built using Python and the KivyMD framework, the system follows an iterative, incremental approach. Key features include real-time resource allocation, secure user authentication, and an intuitive interface. …”
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Perancangan Pengalaman Pengguna Portal Job Fair Sarjana Sakti dengan Pendekatan Human-Centered Design by Annisah Amalia, Herman Tolle, Ratih Kartika Dewi

“…Aplikasi ini dirancang dengan menggunakan pendekatan Human-Centered Design (HCD) karena memiliki strategi desain yang iterative untuk mendapatkan hasil yang diharapkan. …”
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Robust Localization in Distributed MIMO Radar Using Delay and Angle Measurements with Impulsive Noise Robust TD/AOA Localization in Impulsive Noise by Genling Huang, Yanlong Zhu

“…Aiming at the problem that the localization performance of existing algorithms degrades sharply in the presence of impulsive noise, we propose a novel localization algorithm based on ℓp-norm minimization and iteratively reweighted least squares (IRLS). Firstly, the TD and AOA measurement equations are established in the presence of zero-mean symmetric α-stable noise; then, the localization problem is transformed to a ℓp-norm minimization problem by linearizing the measurement equations; and finally, the ℓp-norm minimization problem is solved using IRLS by which the target position estimate is obtained, and the optimal choice of norm order p is deduced. …”
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Visual Identity-Based Earthquake Ground Displacement Testing Method by Chen Su, Zhao Sicheng, Dai Zhijun, Li Xiaojun, Zhou Yue

“…The visual data streams can be quantified to the dynamic relative displacement value automatically, by employing mathematical vision algorithms and then by taking the relative displacement as an intermediate quantity, which is brought into the numerical model for iteration. When the test result is close to the simulated one, the absolute ground displacement data could be obtained approximately. …”
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Risk Analysis of Digital Twin Project Operation Based on Improved FMEA Method by Longyu Li, Jianxin You, Tao Xu

“…Application of the model to an automotive manufacturing company’s DT project identified key risks, particularly in the iteration and upgrade phase, emphasising the importance of cross-departmental collaboration and robust digital infrastructure. …”
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TELEVISION & INTERNET AS CHANNELS OF SHAPING PUBLIC PОLITICAL CONSCIOUSNESS by V. P. Cherkasova

“…Internet is based on iterative communication and feedback, and allows both producing and receiving information. …”
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Multiview Discriminative Geometry Preserving Projection for Image Classification by Ziqiang Wang, Xia Sun, Lijun Sun, Yuchun Huang

“…MDGPP can not only preserve the intraclass geometry and interclass discrimination information under a single view, but also explore the complementary property of different views to obtain a low-dimensional optimal consensus embedding by using an alternating-optimization-based iterative algorithm. Experimental results on face recognition and facial expression recognition demonstrate the effectiveness of the proposed algorithm.…”
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Health Assessment of Large Two Dimensional Structures Using Limited Information: Recent Advances by Ajoy Kumar Das, Achintya Haldar, Subrata Chakraborty

“…Some recent advances of a recently developed structural health assessment procedure proposed by the research team at the University of Arizona, commonly known as generalized iterative least-squares extended Kalman filter with unknown input (GILS-EKF-UI) are presented. …”
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Nonlinear Analysis and Optimization of Recycled Aggregate Concrete Cross-Sections Based on Restoring Force Models by Chaolong Qi, Changqing Wang, Zhiming Ma

“…The method proposed here also enhances computational efficiency by minimizing resource consumption and improving the convergence of nonlinear iterative procedures. These findings provide a theoretical foundation for optimizing the design and seismic evaluation of RAC structures, promoting their broader application in engineering practice.…”
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Research on Three-Dimensional Extension of Barzilai-Borwein-like Method by Tianji Wang, Qingdao Huang

“…The Barzilai-Borwein (BB) method usually uses BB stepsize for iteration so as to eliminate the line search step in the steepest descent method. …”
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Fast simulation of the influence of a refractive free-form microstructure on a wave field based on scalar diffraction theory by Thiemicke Fabian, El-Bashar Ramy, Hameed Mohamed F.M., Agour Mostafa, Obayya Salah S.A., Bergmann Ralf B., Falldorf Claas

“…This efficiency facilitates the iterative optimization of refractive microstructures and thus represents a practical tool to improve this type of microstructures. …”
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Analysis of the non-linear higher dimensional fractional differential equations arising in dusty plasma using the Atangana–Baleanu fractional derivative by Attiya Nazneen, Rashid Nawaz, Laiq Zada, Nasir Ali, Mohamed Benghanem, Hijaz Ahmad

“…Comparison of the absolute errors for different fractional orders confirms the efficiency, precision and convergence of the proposed method towards an exact solution in a few iterations.…”
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