Re: [Help-glpk] formulating svm

[Joao Pedro Pedroso]

Dear Patil,

> I am trying to formulated a linear programming svm (support vector
> machine) using glpk. [...]

You may be interested in the following paper:  

@article{Pedroso20011263,
  title = "Support vector machines with different norms: motivation, 
formulations and results",
  journal = "Pattern Recognition Letters",
  volume = "22",
  number = "12",
  pages = "1263 - 1272",
  year = "2001",
  note = "",
  issn = "0167-8655",
  doi = "DOI: 10.1016/S0167-8655(01)00071-X",
  url = 
"http://www.sciencedirect.com/science/article/B6V15-43K9552-3/2/afbfa4be68de2effc81c421f9a8486de";,
  author = "João Pedro Pedroso and Noboru Murata",
  keywords = "Support vector machines",
  keywords = "Linear programming"
}

Best regards,

J.Pedro