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Innovative hybrid algorithm for efficient routing of limited capacity vehicles
Published 2025-03-01“…This study addresses the critical challenges posed by the capacitated vehicle routing problem (CVRP), particularly in the logistics of cement transportation under capacity constraints. Existing algorithms, including grey wolf optimizer (GWO) and whale optimization algorithm (WOA), exhibit significant limitations such as imbalanced exploration and exploitation, inefficiency in refining solutions, and inadequate adaptability to dynamic routing conditions. …”
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923
Harnessing quantum power: Revolutionizing materials design through advanced quantum computation
Published 2024-12-01“…We introduce the loop framework for QUBO‐empowered materials design, including constructing high‐quality datasets that capture critical material properties, employing tailored computational methods for precise material modeling, developing advanced figures of merit to evaluate performance metrics, and utilizing quantum optimization algorithms to discover optimal materials. …”
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924
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DCOOL: Dynamic computation offloading and resource allocation for LEO satellite-assisted edge computing in a ground-space integrated framework
Published 2024-12-01“…Using Lyapunov optimization, we propose an efficient DCOOL algorithm to minimize average power consumption and propagation delay constrained by queue stability. …”
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GWO-LPWSN: Grey Wolf Optimization Algorithm for Node Localization Problem in Wireless Sensor Networks
Published 2017-01-01“…The parameters like computation time, percentage of localized node, and minimum localization error measures are utilized to analyse the potency of GWO rule with other variants of metaheuristics algorithms such as particle swarm optimization (PSO) and modified bat algorithm (MBA). …”
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927
A Cluster-Based Data Aggregation in IoT Sensor Networks Using the Firefly Optimization Algorithm
Published 2024-01-01Get full text
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Design of efficient generalized digital fractional order differentiators using an improved whale optimization algorithm
Published 2025-07-01“…The proposed method utilizes an improved whale optimization algorithm (IWOA) to compute the optimal coefficients of IIR subfilters of the realization structure. …”
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Application of bioinspired global optimization algorithms to the improvement of the prediction accuracy of compact extreme learning machines
Published 2022-04-01“…Methods of optimization theory, theory of evolutionary computation and swarm intelligence, probability theory, mathematical statistics and systems analysis were used.Results. …”
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Optimizing cryptographic protocols against side channel attacks using WGAN-GP and genetic algorithms
Published 2025-01-01Get full text
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933
Optimizing Server Load Distribution in Multimedia IoT Environments through LSTM-Based Predictive Algorithms
Published 2025-01-01“…The Long Short-Term Memory (LSTM) prediction algorithm is employed to accurately estimate server loads and fuzzy systems are integrated to optimize load distribution across servers. …”
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934
A Computable Phenotype Algorithm for Postvaccination Myocarditis/Pericarditis Detection Using Real-World Data: Validation Study
Published 2024-11-01“…ResultsThe algorithm required 200-250 hours to implement and optimize. …”
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A novel algorithm for streamlined surgeon-dominated patient-specific implant design in computer-assisted jaw reconstruction
Published 2025-03-01“…Results Implant design time exhibits significant reductions with the proposed algorithm, which optimizes the model files for printing. …”
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A Comprehensive Review of AI Algorithms for Performance Prediction, Optimization, and Process Control in Desalination Systems
Published 2025-01-01“…Artificial Intelligence (AI) algorithms have emerged recently as a tool for optimizing desalination processes and forecasting their performance. …”
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