Voltage-based prediction technique for efficient MPPT method for SPV systems under non-uniform insolation and partial shading conditions by Haider A. Mohamed-Kazim, Ahmed Hussein Shatti, Ahmed Aldhahab, Ikhlas Abdel-Qader, Sarmad K. Ibrahim, Rusul Noori Saraj

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An Advanced Auxiliary Delay-Weight Particle Filter with Linear Computation Cost by Chen Li, Lin Sun, Zengwei Zheng, Dan Chen

“…Most importantly, we add some auxiliary particles to these structures formed by sampled particles in order to obtain more efficient structures. Based on the newly tree-like structures formed by auxiliary particles and sampled particles, we design a well efficient delayed-weight algorithm with linear computation cost. …”
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A Linear Fitting Algorithm Based on Modified Random Sample Consensus by Yujin Min, Yun Tang, Hao Chen, Faquan Zhang

“…When performing linear fitting on datasets containing outliers, common algorithms may face problems like inadequate fitting accuracy. …”
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VMKLA-UNet: vision Mamba with KAN linear attention U-Net by Chenhong Su, Xuegang Luo, Shiqing Li, Li Chen, Juan Wang

“…KAN linear attention substantially mitigates computational complexity while enhancing the model’s capacity to focus on salient regions of interest, thereby facilitating efficient global context comprehension. …”
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METHODS AND FREQUENCY CHARACTERISTICS OF PARALLEL CONNECTIONS IN NON-LINEAR COMPENSATING DEVICES by A. S. Mikhalev

“…It is shown that owing to presence of the mentioned channels it is possible to have much higher number of connections than for ordinary linear compensation means. Some examples with frequency characteristics of such connections that ensure efficient and independent formation of amplitude and phase characteristics of the systems to be compensated are given in the paper.…”
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Mine pressure prediction based on empirical mode decomposition linear model by Yuwei ZHU, Pengfei WANG, Huixian WANG, Qiangqiang NIU, Liang XIN

“…To ensure the safe and efficient extraction of coal mines and reduce sudden roof accidents, this study proposes a novel multivariate long-term sequence mine pressure prediction model—the Empirical Mode Decomposition Linear Model (EMD–Mixer). …”
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A Modified Augmented Lagrange Multiplier Method for Non-Linear Programming by Abbas Al-Bayati, Eman Hamed

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Quick eVALUATION OF THE INTERVAL STABILITY OF THE LINEAR ASSIGNMENT problem SOLUTIONS by M. P. Revotjuk, M. K. Qaraleh, P. M. Batura

“…An efficient algorithm for evaluating the interval of solutions stability of opened and closed linear assignment problems based on a review of the results of optimization iterations is proposed. …”
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A New hybrid generalized CG- method for non-linear functions by Abbas Al-Bayati, Hamsa Chilmerane

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An Asymptotic Analysis of the Gradient Remediability Problem for Disturbed Distributed Linear Systems by Soraya Rekkab, Samir Benhadid, Raheam Al-Saphory

“… The goal of this work is demonstrating, through the gradient observation of a   of type linear ( -systems), the possibility for reducing the effect of any disturbances (pollution, radiation, infection, etc.) asymptotically, by a suitable choice of related actuators of these systems. …”
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Compact linear accelerator integrated with a high-power microwave source by Zi-Jing Zhang, Weihao Liu, Hongliang Xu

“…This paper presents a novel linear accelerator design that integrates a high-power microwave source directly into the accelerator structure, eliminating the need for external drivers and enabling a more compact, cost-effective, and simplified system. …”
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Ranking nodes in bipartite systems with a non-linear iterative map by Andrea Mazzolini, Michele Caselle, Matteo Osella

“…This paper introduces a method based on a non-linear iterative map to evaluate node relevance in bipartite networks. …”
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Optimizing Distribution Costs Using Linear Programming in Refinery Sugar Manufacturer by Hendy T annady, Michael A. Aloria

“…Keywords: Distribution centers, food processing, linear programming, shipment, transportation cost.…”
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Topology-Dependent Antifreeze Properties of Biomimetic Linear and Star-Shaped Peptoids by Lei Feng, Liugen Xu, Junhao Wen, Minghai Zhao, Amjad Ali, Naushad Ahmad, Jianwei Lu, Li Guo

“…Developing safe and efficient cryoprotectants is critical for effective cryopreservation in biomedical applications. …”
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Design of a Linear Floating Active Resistor with Low Temperature Coefficient by Yu Liu, Pak Kwong Chan

“…This paper presents the design and implementation of a linear, stable, low-power and PVT insensitive floating active resistor, which is realized using TSMC 40 nm CMOS process technology. …”
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Avoid Maximum Cost Method for Solving Linear Fractional Transshipment Problem by Avik Pradhan, Ashis Karan, Satyajit Das, M. P. Biswal

“…We present the mathematical model for the linear fractional transshipment problem and develop an efficient algorithm based on the 'Avoid Maximum Cost Method (AMCM)' for finding an initial basic feasible solution (IBFS) of the given model. …”
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MRD: A Linear-Complexity Encoder for Real-Time Vehicle Detection by Kaijie Li, Xiaoci Huang

“…To address these limitations, this study introduces Mamba RT-DETR (MRD), an optimized architecture featuring three principal innovations: (1) We devise an efficient vehicle detection Mamba (EVDMamba) network that strategically integrates a linear-complexity state space model (SSM) to substantially mitigate computational overhead while preserving feature extraction efficacy. (2) To counteract the constrained receptive fields and suboptimal spatial localization associated with conventional SSM sequence modeling, we implement a multi-branch collaborative learning framework that synergistically optimizes channel dimension processing, thereby augmenting the model’s capacity to capture critical spatial dependencies. (3) Comprehensive evaluations on the BDD100K benchmark demonstrate that MRD architecture achieves a 3.1% enhancement in mean average precision (mAP) relative to state-of-the-art RT-DETR variants, while concurrently reducing parameter count by 55.7%—a dual optimization of accuracy and efficiency.…”
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Bagging-based heteroscedasticity-adjusted ridge estimators in the linear regression model

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Triangular intuitionistic fuzzy linear system of equations with applications: an analytical approach by Mudassir Shams, Nasreen Kausar, Praveen Agarwal, Mohd Asif Shah

“…The Block Homotopy Modified Perturbation Method is found to be efficient and practical to solve [Formula: see text] TIF linear systems as it only requires the non-singularity of the [Formula: see text] TIF linear system's coefficient matrix, whereas the point Homotopy Perturbation Method and other classical numerical iterative methods typically require non-zero diagonal entries in the coefficient matrix. …”
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Evaluation of Green Strategies for Prolonging the Lifespan of Linear Wireless Sensor Networks by Valery Nkemeni, Fabien Mieyeville, Godlove Suila Kuaban, Piotr Czekalski, Krzysztof Tokarz, Wirnkar Basil Nsanyuy, Eric Michel Deussom Djomadji, Musong L. Katche, Pierre Tsafack, Bartłomiej Zieliński

“…Battery-powered sensor nodes encounter substantial energy constraints, especially in linear wireless sensor network (LWSN) applications like border surveillance and road, bridge, railway, powerline, and pipeline monitoring, where inaccessible locations exacerbate battery replacement challenges. …”
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