Stability and efficiency dimension.

Stability and efficiency dimension.

<p><b>(a)</b> Training Time <b>(b)</b> Reasoning Time <b>(c)</b> Standard Deviation of Volatility <b>(d)</b> Parameter Quantity.</p>

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Qingbo Tu (22641033) (author)
مؤلفون آخرون: Hongyang Zhang (1447096) (author), Weiwei Li (364036) (author), Jing Duan (503000) (author), Chao Kong (838413) (author)
منشور في: 2025
الموضوعات:
Science Policy
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
transmission system operators
temporal fusion transformer
single machine learning
refined management level
objective coupling imbalance
machine learning methods
integrated &# 8220
extreme weather scenarios
determination reaches 0
certain practical value
traditional fragmented optimization
optimization &# 8221
redundant inventory ratio
average inventory level
time series forecasting
power distribution systems
optimize model parameters
fusion model based
unit prediction error
model significantly reduces
model performance based
method uses ga
inventory optimization stage
combines genetic algorithm
typical equipment prediction
inventory optimization
model reduces
genetic algorithm
distribution equipment
prediction stage
inventory decisions
demand forecasting
comprehensive performance
heuristic algorithm
equipment operation
prediction link
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work proposes
load fluctuations
european network
empirical support
emergency support
dynamically integrates
dataset shows
beats ).
41 %,
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