A Deep Learning-Driven Black-Box Benchmark Generation Method via Exploratory Landscape Analysis

In the context of algorithm selection, the careful design of benchmark functions and problem instances plays a pivotal role in evaluating the performance of optimization methods. Traditional benchmark functions have been criticized for their limited resemblance to real-world problems and insufficien...

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Bibliographic Details
Main Authors: Haoming Liang, Fuqing Zhao, Tianpeng Xu, Jianlin Zhang
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/15/8454
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