2 papers
cs.NE2024
Performance Comparison of Surrogate-Assisted Evolutionary Algorithms on Computational Fluid Dynamics Problems
Jakub Kudela, Ladislav Dobrovsky
Surrogate-assisted evolutionary algorithms (SAEAs) are recently among the most widely studied methods for their capability to solve expensive real-world optimization problems. Howe…
cs.NE2023
Computational and Exploratory Landscape Analysis of the GKLS Generator
Jakub Kudela, Martin Juricek
The GKLS generator is one of the most used testbeds for benchmarking global optimization algorithms. In this paper, we conduct both a computational analysis and the Exploratory Lan…