Successive Linear Programming (SLP) algorithms solve nonlinear optimization problems via a sequence of linear programs. They have been widely used, particularly in the oil and chemical industries, ...

Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 78, No. 1 (JANUARY 2016), pp. 53-76 (24 pages) The support vector machine (SVM) is a powerful binary classification ...