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Enhancing optimization algorithms with Kernel Density Estimation: A statistical learning strategy for smarter metaheuristics

delete2026-05-18
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OA
AI
D
Daniele Ferone *
P
Paola Festa
T
Tommaso Pastore
DOI:10.1016/j.cor.2026.107539delete
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Abstract

Abstract

En 中文
Metaheuristic algorithms are commonly used for efficiently solving intractable optimization problems, given their ability to provide solutions while requiring relatively low computational efforts.
Keywords:
Smart metaheuristics
Statistical learning
Combinatorial optimization
Kernel Density Estimation
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Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

C
COMPUTERS & OPERATIONS RESEARCH
IF:
4.3
Papers:
204
Citations:
0

Organization

U
University of Naples Federico II
Scholars:
4.7W
Papers: 3.6W
Citations: 51