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Improving Scheduling Efficiency: A Mathematical Approach to Multi-Operation Optimization in MSMEs
Published 2025-04-01“…Optimizing the use of resources is a key aspect of organizational management. …”
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943
Resin‐coated urea effectively simulates the chronic dynamics of natural nitrogen deposition
Published 2025-07-01Get full text
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Treatment decisions and surgery variables are predictors of better physical function after total hip and knee arthroplasty: a retrospective cohort study
Published 2025-06-01“…To find ways that optimize the utilization of the limited resources, it is important to understand which factors influence the outcomes at different points along the treatment pathway. …”
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Design and Implementation of Storage of Network Component Based on NetFPGA10G
Published 2014-09-01Get full text
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Infrastructure for the deployment of Large Language Models: challenges and solutions
Published 2025-07-01“…As a result, the ability to perform efficient and scalable inferences on these models is becoming crucial to maximize the utilization of valuable resources such as GPUs and CPUs. …”
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A Study on Spatial and Temporal Changes and Synergies/Trade-Offs of the Production-Living-Ecological Functions in Mountainous Areas Based on the Niche Width Model
Published 2025-03-01“…The synergistic effect between PF and EF strengthens significantly, the trade-off relationship between PF and LF weakens slightly, and the trade-off between LF and EF remains prominent; high-low (HL) clusters and low-high (LH) clusters exceed 55%; (3) based on synergy/trade-off relationships, the study area is divided into six functional zones (e.g., economic priority zones, ecological protection zones), with proposed optimization strategies such as “intensive valley development, eco-cultural tourism in border areas, and urban-rural coordination in central regions,” providing scientific support for sustainable territorial spatial utilization in mountainous areas.…”
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950
A merged fuzzy system and neural network for improving management method and strategy in scientific research and education
Published 2025-07-01“…Besides, improved activation functions and a novel management method were implemented in the education field, utilizing classification learners of neural network structures. …”
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951
<i>Agrobacterium</i>-Mediated Transient Expression Methods to Validate Gene Functions in Strawberry (<i>F.</i> × <i>ananassa</i>)
Published 2024-11-01“…By addressing tissue-specific variability, our methodology serves as a valuable technical resource that could facilitate advancements in identifying gene functions in octoploid strawberry.…”
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The supportive nature of Classroom Codeswitching functions in a Mexican EFL higher education language center: Does Codeswitching remain inadequately misunderstood?
Published 2024-11-01“…Key words: Code-switching, only in English, code- switching functions, Conversation Analysis Approach, English as a foreign language…”
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954
Evaluating Cognitive Function and Brain Activity Patterns via Blood Oxygen Level-Dependent Transformer in N-Back Working Memory Tasks
Published 2025-03-01“…This study aimed to evaluate brain activation patterns by analyzing functional magnetic resonance imaging (fMRI) time-series data collected during a designed N-back working memory task with varying cognitive demands. (2) Methods: We utilized a novel transformer model, blood oxygen level-dependent transformer (BolT), to extract the activation level features of brain regions in the cognitive process, thereby obtaining the influence weights of regions of interest (ROIs) on the corresponding tasks. (3) Results: Compared with previous studies, our work reached similar conclusions in major brain region performance and provides a more precise analysis for identifying brain activation patterns. …”
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DRL-Driven Intelligent SFC Deployment in MEC Workload for Dynamic IoT Networks
Published 2025-07-01“…The dynamic resource orchestration process, Service Function Chaining (SFC) for Virtual Network Functions (VNFs) placement, and routing path determination optimize service execution across the network. …”
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Adaptive routing and wavelength assignment method based on SDN
Published 2019-09-01“…Routing and wavelength assignment is an important resource allocation method of all-optical network.Aiming at the problem of traditional method combined with the new architecture,an adaptive multi-objective routing and wavelength assignment method based on SDN was proposed,which could realize the allocation of link resources of all-optical network through self-regulation.Based on the SDN service function chain model,service scheduling time and link service quality were taken as the scheduling objective,routing and wavelength assignment problem was constructed as the 0-1 integer programming problem,meanwhile,binary hybrid topology particle swarm optimization algorithm was used to optimize the network resources for optimal scheduling.The simulation results show that the proposed method is superior to the traditional classical algorithms in the test of recovery time,blocking rate and resource utilization.…”
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