Model selection for svm using imitative scale chaos optimization algorithm

DOI10.1007/s11741-006-0052-3zbMath1147.68642OpenAlexW2024031323MaRDI QIDQ3422563

Shoupeng Song, Qingkun Liu, Peiwen Que, Chunguo Fei

Publication date: 13 February 2007

Published in: Journal of Shanghai University (English Edition) (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11741-006-0052-3

zbMATH Keywords

model selectionsupport vector machine (SVM)non-destructive testing (NDT)imitative scale chaos optimization (MSCO)ultrasonic testing (UT)

Mathematics Subject Classification ID

Applications of mathematical programming (90C90) Learning and adaptive systems in artificial intelligence (68T05) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Uses Software

• LIBSVM

Cites Work

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• Radius Margin Bounds for Support Vector Machines with the RBF Kernel
• Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel