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A Comprehensive Comparison between Multi-Objective Optimization Methods for Composite Hexagonal-Triangle Grid Structure using FSDT under External Hydrostatic Pressure
Published 2024-04-01“…Various factors, including shell thickness, angle of helical stiffeners, rib section area, and the number of stiffeners, are examined to understand their impact on the buckling load. To optimize the design, three multi-objective optimization algorithms are employed: Nondominated Sorting Genetic Algorithm II (NSGAII), Multiobjective Particle Swarm Optimization (MOPSO), and a hybrid method that combines NSGAII and MOPSO. …”
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3522
RESEARCH ON KEYWORD MINING OF ACADEMIC LIBRARY SUBJECT SERVICE
Published 2023-06-01“…In the future, we can continue to explore the optimization of keyword mining technology and combine it with other artificial intelligence technologies to develop more intelligent and personalized subject service models. …”
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Remaining useful life prediction of a small sample of aero-engine based on an improved gray Markov model
Published 2025-06-01“…To enhance adaptability, a genetic algorithm dynamically optimizes the time response parameters of the grey model, overcoming the limitation of a fixed structure in traditional methods. …”
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Efficient traffic management with adaptive SDN in vehicular networks
Published 2025-04-01“…Abstract Improving road safety and easing congestion require effective real-time traffic data analysis and management. A crucial part of intelligent transportation systems, vehicular ad hoc networks (VANETs) deal with issues like inconsistent data from erratic vehicle movements and frequent topology changes. …”
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Rockburst intensity grading prediction based on the LOF-ENN-KNN model
Published 2025-08-01“…In addition, compared with LR, SVM, DT, NBs and DNN intelligent algorithms, LOF-ENN-KNN has significant advantages. …”
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Active RIS-Assisted Uplink NOMA with MADDPG for Remote State Estimation in Wireless Sensor Networks
Published 2025-08-01“…To address the high computational complexity and non-convex optimization challenges, this letter proposes an optimization framework based on the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) algorithm. …”
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SIDDA: SInkhorn Dynamic Domain Adaptation for image classification with equivariant neural networks
Published 2025-01-01Get full text
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A Robust Adaptive Strategy for Diesel Particulate Filter Health Monitoring Using Soot Sensor Data
Published 2025-04-01“…A correction factor is calculated using an optimization algorithm based on the integral of engine speed measurements and IMEP set points during each sensor loading period. …”
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Spatial Simulation and Optimization of Cropping Structure Under Climate and Land Use Change Conditions Considering Synergistic Economic Benefits and Carbon Reduction in Crop Growth...
Published 2024-10-01“…This approach is based on climate change conditions and it accurately simulates future land use changes and crop growth processes, establishes a carbon emission intensity optimization model, and generates a spatial planting structure optimization and regulation scheme based on intelligent optimization algorithms under changing scenarios. …”
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Multi-USV Task Assignment Based on NSGA II-MC
Published 2025-01-01“…An improved task allocation optimization algorithm, NSGA II-MC (Non-dominated Sorting Genetic Algorithm II-Monte Carlo), has been proposed. …”
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