Deep Learning-Guided Simulated Annealing for Designing Vocational High Educational System by Yuan Jie

“…Some data adjustments commonly used for instructing performance of our proposed algorithm are excluded from the experiments.…”
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Synthesizing Sum and Difference Patterns with Low Complexity Feeding Network by Sharing Element Excitations by Jafar Ramadhan Mohammed

“…To achieve these two goals, an iterative fast Fourier transform (FFT) algorithm is used to synthesize sum and difference patterns with the main focus on obtaining a maximum allowable sharing percentage in the element excitations. …”
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An Improved Differential Evolution Method Based on the Dynamic Search Strategy to Solve Dynamic Economic Dispatch Problem with Valve-Point Effects by Guangyu Chen, Xiaoqun Ding

“…DE is the main optimizer in the method proposed. While chaotic sequences are applied to obtain the dynamic parameter settings in DE, dynamic search strategy which consists of two steps, global search strategy and local search strategy, is used to improve algorithm efficiency. …”
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Delay probability in adaptive systems based on activation function of classical neural networks by Maja Lutovac Banduka, Vladimir Mladenović, Danijela Milosević, Vladimir Orlić, Asutosh Kar

“…Provides better insight into the analyzed system, algorithm, and processes. The main contribution is closed-form symbolic responses in the time domain and modifications of the implemented algorithm. …”
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A Hybrid Particle Swarm Optimizer for Curriculum Sequencing Problem by Xianjie Peng, Xiaonan Sun, Zhen He

“…The numerical comparison experiments show that the proposed algorithm is effective in solving function optimization in comparison to several popular PSO variants; furthermore, for the optimization of the designed curriculum sequencing problem, the proposed algorithm shows significant advantages over the compared algorithms with respect to the degree of the satisfaction of the objectives, i.e., 20, 14, and 5 percentages higher, respectively.…”
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A novel transition protocol to post-quantum cryptocurrency blockchains by Sultan Almuhammadi, Sarah Alghamdi

“…We also discuss the migration of existing cryptocurrencies from classical to quantum-resistant blockchains and review some of the existing transition protocol algorithms. The main contribution of this work is to propose a new transition protocol algorithm that allows smooth and safe migration to post-quantum blockchains without delay. …”
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Real Time Robot Soccer Game Event Detection Using Finite State Machines with Multiple Fuzzy Logic Probability Evaluators by Elmer P. Dadios, Soo ho Park

“…This paper presents a new algorithm for real time event detection using Finite State Machines with multiple Fuzzy Logic Probability Evaluators (FLPEs). …”
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Communication optimization method of digital-analog hybrid simulation system based on min-cut partition by Li Yiyuan, Mu Qing, Xue Wei

“…Dealing with the high latency of cross-layer communication and the unequal number of available processor cores on each computing node due to heterogeneous acceleration equipment is the main challenge of the partitioning and mapping algorithm. …”
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Distributed Sensor Network Calibration Under Sensor Nonlinearities with Applications in Aerodynamic Pressure Sensing by Srdjan S. Stanković, Miloš S. Stanković, Mladen Veinović, Ivana Jokić, Miloš Frantlović

“…The basic blind calibration method starts from affine sensor models and calibration functions, aiming to equalize corrected sensor offsets and gains without requiring any a priori knowledge of the measured signal. The main focus is to systematically and rigorously analyze the behavior of the calibration algorithms of the stochastic approximation type under nonlinear sensor models and stochastic environments, and to provide recommendations that are relevant to practice. …”
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METRICS FOR EVALUATING CONSISTENCY IN DISTRIBUTED DATASTORES by Galyna Zholtkevych

“…The subject of the paper is metrics for evaluating consistency of distributed datastore as one of main CAP-guarantees, more precisely, criteria for reliable distributed datastore. …”
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Improving the Spatial Resolution of Thermal Images by using SFIM and T-Sharp-Dis-Trade Techniques to Investigate Land Surface Temperature by Sajad Zareie, Mostafa Kabolizadeh, Fatemeh Navarbaf

“…Material & method: For this purpose, the split window algorithm was used as one of the most common suitable algorithms to calculate land surface temperature, and SFIM and T sharp DisTrade algorithms in urban areas were applied to improve spatial resolution. …”
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Optimum sizing of hybrid sustainable and renewable energy systems using a modified harris hawks optimizer by Djamel Eddine Sifou, Aissa Kheldoun, Ahmed Chaib, Hamza Belmadani, Hisham Alharbi, Saleh S. Alharbi, Takele Ferede Agajie, Sherif S.M. Ghoneim

“…The results demonstrate that the MHHO outperforms a range of well-known algorithms, among which one can cite the original HHO, Krill Optimization Algorithm (KOA), Red Squirrel Algorithm (RSA), Modified Coati Optimization Algorithm (MCOA), and Generalized Oppositional-based Social Spider Algorithm (GOOSE). …”
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Survey on approaches of stream cipher cryptanalysis by Zhaocun ZHOU, Dengguo FENG

“…Cryptanalysis plays an essential role in the design of ciphers algorithm.Based on this, the common approaches were reviewed and investigated to clarify their relations.These approaches were categorized into four classes according to their main techniques, i.e., the correlation-based approaches, the differentials-based approaches, the algebraic-equations-based approaches and the time-memory data trade-off (TMDTO) approaches.And their principles, basic technical ideas and developments were presented, and their main features were summarized.Moreover, the future of stream cipher cryptanalysis approach was prospected at last.…”
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A Time- and Space-Integrated Expansion Planning Method for AC/DC Hybrid Distribution Networks by Yao Guo, Shaorong Wang, Dezhi Chen

“…The simulation results show that the modified algorithm outperforms traditional algorithm in terms of both training efficiency and stability, with a faster convergence and lower fluctuation in cumulative rewards. …”
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Optimization of a high gain observer for feedback linearization control by Nadia Bounouara, Mouna Ghanai, Kheireddine Chafaa

“…In this paper, a continuous–discrete time observer using an optimized high gain is proposed for a robotic manipulator where the output is time sampled. The main contribution of this approach is to improve the value of the high gain that corresponds to the minimum value of the cost function by using some metaheuristic algorithms. …”
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Mechanism for data recovery as a result of data corruption, infection and/or unauthorized modification by L. V. Cherkesova, V. A. Savelyev, E. A. Revyakina, A. R. Polulyakh, M. A. Sementsov

“…The software module uses the developed algorithm that allows eliminating vulnerabilities associated with program integrity, as well as significantly reducing the impact of malicious algorithms on file integrity. …”
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Optimizing circular antenna arrays with artificial rabbits optimization for beam control and side lobe reduction by Sunil Kumar, Harbinder Singh, Avtar Singh

“…This study optimizes CAA using ARO to achieve low SLL and narrow First Null Beam Width (FNBW). ARO outperforms algorithms like Spider Wasp Optimizer (SWO), Zebra Optimization Algorithm (ZOA), Osprey Optimization Algorithm (OOA), Kepler optimization algorithm (KOA), Mountain Gazelle Optimizer (MGO), and Artificial Hummingbird Optimization Algorithm (AHOA) respectively in achieving SLL of -32.91 dB for 12 elements and − 29.15 dB for 24 elements, with FNBW of 80° and 38°, respectively.…”
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Some Complex Intuitionistic Uncertain Linguistic Heronian Mean Operators and Their Application in Multiattribute Group Decision Making by Harish Garg, Zeeshan Ali, Jeonghwan Gwak, Tahir Mahmood, Sultan Aljahdali

“…In this paper, a new decision-making algorithm has been presented in the context of a complex intuitionistic uncertain linguistic set (CIULS) environment. …”
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Research on bearing fault feature transfer diagnosis based on balanced distribution adaptation under feature fusion by Lulu Wang, Yongqi Li, Chunyi Zhang, Ralph Gerard Sangalang

“…To address this issue, this paper proposes a bearing fault transfer diagnosis method that combines the Balanced Distribution Adaptation (BDA) algorithm with a Back Propagation neural network (BPNN) classification algorithm. …”
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Application of Image Processing Technology in Aerobics Injury Diagnosis by Duo Zhang, Yan Tian

“…This paper first introduces the image processing technology and then analyzes the sports injury in colleges and universities. Firstly, the algorithm formula of image processing technology is given, and then the algorithm is introduced into the dynamic analysis of aerobics injury diagnosis. …”
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