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An enhanced Walrus Optimizer with opposition-based learning and mutation strategy for data clustering
Published 2025-07-01“…Data clustering plays a crucial role in various domains, such as image processing, pattern recognition, and data mining. …”
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An Application of Quasi Newton Algorithm and Improvement of Sliding Surface for Robot Control
Published 2025-03-01Get full text
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RE-BPFT: An Improved PBFT Consensus Algorithm for Consortium Blockchain Based on Node Credibility and ID3-Based Classification
Published 2025-07-01“…Additionally, we adopt an optimized ID3 decision-tree method for node classification, dynamically identifying high-performing, trustworthy, ordinary, and malicious nodes based on real-time data. …”
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VOLTAGE PROFILE IMPROVEMENT WITH APPLICATION OF DIFFERENTLY OPTIMIZED FACTS CONTROLLERS
Published 2024-12-01“…The algorithm simultaneously solved the objective problem and augments device parameters as it searches for the best FACTS location and sizes. …”
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MULTIPLE-PURPOSE SOLUTION TO HOMOGENEOUS ALLOCATION PROBLEMS BASED ON MODIFIED ROMANOVSKY ALGORITHM AND SELECTIVE-PERMUTATION ALGORITHM
Published 2012-09-01“…The computational e xperiments at different problem parameter values are conducted. The combined application of the MRA a nd SPM for the mo d est dimension HAP solution permits to re ach rather high resource - precision figures in comparison to other approximate algorithms. …”
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Enhanced multi-objective Evolutionary Mating Algorithm with improved crowding distance and Levy flight for optimizing comfort index and energy consumption in smart buildings
Published 2025-06-01“…Comparative analysis against established algorithms, like NSGA-II demonstrates MOEMA's effectiveness in achieving superior solution diversity and convergence characteristics. …”
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A Quantum-like Approach to Semantic Text Classification
Published 2025-07-01“…The results demonstrate that the quantum-like model can serve as a viable alternative or complement to traditional ML approaches. …”
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Competitive Elimination Improved Differential Evolution for Wind Farm Layout Optimization Problems
Published 2024-11-01“…Some high-performance continuous optimization methods, such as differential evolution (DE) variants, exhibit limited performance when directly applied due to WFLOP’s discrete nature. …”
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Improved TLBO algorithm for optimal energy management in a hybrid microgrid with support vector machine-based forecasting of uncertain parameters
Published 2024-12-01“…In the former phase, the uncertainties like day-ahead utility price, electrical demand, and power from the RES are forecasted using the support vector machine (SVM) algorithm and the results are compared with the artificial neural network (ANN) algorithm. …”
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Performance of the HAWC Observatory and TeV Gamma-Ray Measurements of the Crab Nebula with Improved Extensive Air Shower Reconstruction Algorithms
Published 2024-01-01“…Thanks to these improvements, HAWC can now detect more sources, including the Galactic center.…”
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Improvement of medical images with multi-objective genetic algorithm and adaptive morphological transformations
Published 2025-07-01“…Therefore, various researches have been done to improve them. This paper utilizes top-hat and bottom-hat morphological transformations with variable-sized disk structuring elements in opening and closing operations, in contrast to previous research that predominantly employed fixed-size disk structuring elements. …”
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Improved aquila optimizer for swarm-based solutions to complex engineering problems
Published 2024-12-01“…The achieved results demonstrate that the proposed model outperforms various champion algorithms. …”
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Can machine-learning algorithms improve upon classical palaeoenvironmental reconstruction models?
Published 2024-10-01Get full text
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Multi-Search Strategy-based Improved Water Flow Optimizer Algorithm for Cluster Analysis
Published 2024-10-01“…The simulation results are assessed using intra-cluster distance (intra), standard deviation (SD), rank, accuracy rate (AR) and detection rate (DR) parameters. …”
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BASA: An improved hybrid bees algorithm for the single machine scheduling with early/tardy jobs
Published 2023-07-01Get full text
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