EPICS: error-preserved and interpolation-corrected surrogate-assisted particle swarm optimization for complex optimization

EPICS: error-preserved and interpolation-corrected surrogate-assisted particle swarm optimization for complex optimization

Abstract Surrogate-assisted particle swarm optimization (SAPSO) has been proven to be efficient in solving high-dimension problems. However, the error originating from the surrogate model tends to mislead search direction and frequently traps in a local optimum. Therefore, this paper proposes error-...

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Bibliographic Details
Main Authors: Tongbang Jiang, Jeng-Shyang Pan, Shu-Chuan Chu, Chaoli Sun, Václav Snášel
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Complex & Intelligent Systems
Subjects:
Surrogate-assisted
Complex optimization
Error-preserved
Interpolation-corrected
Online Access:https://doi.org/10.1007/s40747-025-01947-0
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https://doi.org/10.1007/s40747-025-01947-0

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