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Optimization Performance Comparison of Metaheuristic Algorithms.

Optimization Performance Comparison of Metaheuristic Algorithms.

<p>Note: Box plots illustrating optimization stability and robustness across CEC2022 test functions over 30 independent runs.</p>

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Bibliographic Details
Main Author: Xie Qiu (13243770) (author)
Other Authors: Shuo Hu (2270659) (author), Shumin Dong (228797) (author), Haijun Sun (2487766) (author)
Published: 2025
Subjects:
Medicine
Cell Biology
Biotechnology
Developmental Biology
Cancer
Mathematical Sciences not elsewhere classified
whale optimization algorithm
sucking leech optimizer
preoperative leukocyte count
postoperative pulmonary complications
offering actionable guidance
decision curve analysis
body mass index
assisted thoracic surgery
ant lion optimizer
8 &# 8211
3 &# 8211
2022 &# 8211
svm ), xgboost
patients undergoing video
intraoperative blood loss
automated machine learning
based predictive model
evaluated using auc
model achieved roc
automl model compared
based learning
model performance
improved blood
hho ),
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training set
surgical variables
study establishes
reactive protein
nsclc patients
logistic regression
dca ).
crp ).
clinical parameters
auc values
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