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Power Communication Network Recovery from Large-Scale Failures Based on Reinforcement Learning
Published 2020-06-01“…Regarding this model, a heuristic algorithm based on reinforcement learning is proposed, in which the link recovery resources and the degree of importance of the damaged link in the failed service are taken into account to set the reward and penalty functions as well as the selection rules. …”
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Green Chemistry Method for Analyzing Bisphenol A in Milk
Published 2025-01-01“…., its ability to mimic hormone functions). Studies have reported that BPA can leach into various food sources, including milk, a dietary staple for infants. …”
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Evaluation of the coupling coordination effect of Hefei Rail transit station area based on supply and demand matching.
Published 2025-01-01“…The coupling of supply and demand in the rail transit station area is an important driving force for ensuring the balanced development between the traffic functions and the place performance of the rail transit station area. …”
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Optimization of Deep Neural Networks Using a Micro Genetic Algorithm
Published 2024-12-01“…By exploring different representations and objective functions, including classification accuracy, hidden neuron ratio, minimum redundancy, and maximum relevance for feature selection, eight algorithmic variants were developed, with six variants performing both hidden layers reduction and feature-selection tasks. …”
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Routing algorithm for heterogeneous computing force requests based on computing first network
Published 2025-02-01“…By constructing a solution matrix and utilizing evaluation functions, random selection of feasible solutions, and the principle of low demand priority avoidance, a set of feasible solution sets was ultimately found. …”
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INFORMATIONAL-ANALYTIC MODEL OF REGIONAL PROJECT PORTFOLIO FORMING
Published 2016-03-01“…The Triple Helix conception using for concrete definition of the functions of the regional development’s motive forces. …”
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Comparison of Language Models in Skills Extraction From Vacancies and Resumes
Published 2024-03-01“…The result of the study is the selection of the best model and the derivation of functions from the summary text, as well as a comparison of the two sets of functions with each other. …”
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Nitrogen content estimation of apple trees based on simulated satellite remote sensing data
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Unveiling the ecological processes driving soil and lichen microbiome assembly along an urbanization gradient
Published 2025-06-01“…Our findings revealed that the urbanization gradient shaped the soil microbiome, while the lichen microbiomes exhibited strong host specificity and showed no significant changes in diversity along the urbanization gradient. Heterogeneous selection and dispersal limitation primarily governed the soil community assembly and higher community turnover in medium- and highly urbanized zones compared to low-urbanized zones, indicating an increased influence of environmental pressures, altered resources, and habitat fragmentation in more urbanized areas. …”
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Probing Cosmic Isotropy with the FAST All Sky H i Survey
Published 2025-01-01“…We do not detect any statistically significant deviations from cosmic isotropy in the FASHI survey data.…”
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How to trace the origins of short-lived atmospheric species: an Arctic example
Published 2025-05-01“…Knowing the exact modeled tracer emission sources in WRF-Chem enables a precise quantification of the source detection accuracy. …”
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A Two-Stage Evaluation Framework for Underground Space Development in Green Spaces: A Case Study of Binjiang District, Hangzhou
Published 2025-07-01“…In the current context of tight constraints on land resources in major Chinese cities, the development of underground space in green spaces (USGSs) has become an important approach to exploit land use potential and alleviate the contradiction between human and land resources. …”
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