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Optimization and image quality in CT studies: application of DRLs based on clinical indication
Published 2025-05-01“…Abstract The use of ionizing radiation in computed tomography (CT) has significantly enhanced diagnostic accuracy and clinical decision-making. …”
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1663
Optimal Design of Gain-Flattened Raman Fiber Amplifiers Using a Hybrid Approach Combining Randomized Neural Networks and Differential Evolution Algorithm
Published 2018-01-01“…To obtain a flat gain spectrum, DE algorithm is employed to find the optimal wavelengths and powers of pumps. …”
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1664
Optimal rule-based energy management and sizing of a grid-connected renewable energy microgrid with hybrid storage using Levy Flight Algorithm
Published 2024-12-01“…The result demonstrate that the LFA outperforms methods like the Salp Swarm Algorithm (SSA), Particle Swarm Optimization (PSO), Grey Wolf Optimization (GWO) and Genetic Algorithm (GA), yielding cost savings of $3,309, $5,297, $4,484, and $5,129 respectively. …”
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1665
Optimal tuning of PI based LF for three-phase SRF PLL synchronization system using pity beetle algorithm under grid abnormalities
Published 2025-05-01“…To overcome these limitations, this paper proposes a novel PI tuning approach based on the pity beetle algorithm (PBA) for the SRF PLL grid synchronization system. …”
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1666
An efficient binary salp swarm algorithm for user selection in multiuser MIMO antenna systems
Published 2025-05-01Get full text
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1667
Matrix-Based ACO for Solving Parametric Problems Using Heterogeneous Reconfigurable Computers and SIMD Accelerators
Published 2025-04-01“…Mathematical dependencies of the acceleration factors on the algorithm parameters and the number of components were also determined, which allows us to estimate the possibilities of accelerating the algorithm by using a reconfigurable heterogeneous computer.…”
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1668
Implementing semiclassical Szegedy walks in classical-quantum circuits for homomorphic encryption
Published 2025-01-01“…This work delves into quantum homomorphic encryption (QHE), an emerging technology that facilitates secure computation on encrypted quantum data without revealing the underlying information. …”
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1669
Bridging the Gap Between Computational Efficiency and Segmentation Fidelity in Object-Based Image Analysis
Published 2024-12-01“…This study introduces a novel preprocessing algorithm to bridge the gap between computational efficiency and segmentation fidelity in object-based image analysis for machine learning applications. …”
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A Hybrid K-Means++ and Particle Swarm Optimization Approach for Enhanced Document Clustering
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1673
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1674
NLP for computational insights into nutritional impacts on colorectal cancer care
Published 2025-06-01“…Additionally, the part of nutrition in CRC deterrence and management is gaining significant attention, although computational approaches to analyzing the impact of diet on CRC remain underdeveloped. …”
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1675
Quantum distance approximation for persistence diagrams
Published 2025-01-01“…The space of persistence diagrams can be endowed with various metrics, which admit a statistical structure and allow to use these summaries for machine learning algorithms, e.g. the Wasserstein distance. However, computing the distance between two persistence diagrams involves finding an optimal way to match the points of the two diagrams and may not always be an easy task for classical computers. …”
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1677
A Chaotic Decomposition-Based Approach for Enhanced Multi-Objective Optimization
Published 2025-02-01“…Multi-objective optimization problems often face challenges in balancing solution accuracy, computational efficiency, and convergence speed. …”
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1678
Post-Fault Energy Usage Optimization for Multilevel Inverter with Integrated Battery
Published 2025-03-01Get full text
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1679
Neural-Driven heuristic for strip packing trained with Black-Box optimization
Published 2025-06-01“…Through extensive computational experiments, we compare our method against well-known strip packing heuristics, including MaxRects and Skyline-based algorithms. …”
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1680
Chaos-enhanced metaheuristics: classification, comparison, and convergence analysis
Published 2025-02-01Get full text
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