An evolutionary algorithm for large margin classification

DOI10.1007/S00500-021-05718-0zbMath1498.68252OpenAlexW3142384388MaRDI QIDQ2098359

Renan Motta Goulart, Raul Fonseca Neto, Carlos Cristiano Hasenclever Borges

Publication date: 18 November 2022

Published in: Soft Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00500-021-05718-0

zbMATH Keywords

evolutionary algorithmmachine learninghyperspherical coordinatesmargin maximizationversion space

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Evolutionary algorithms, genetic algorithms (computational aspects) (68W50) Learning and adaptive systems in artificial intelligence (68T05) Approximation methods and heuristics in mathematical programming (90C59)

Uses Software

• UCI-ml

Cites Work

• A survey on optimization metaheuristics
• Evolutionary constrained optimization
• Support-vector networks
• 10.1162/153244301753683717
• The Relaxation Method for Linear Inequalities
• A logical calculus of the ideas immanent in nervous activity
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