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W2080972160 abstract "This paper establishes finite termination of Newton method for minimizing a strongly convex, piecewise quadratic function on the n -dimensional real space R 2. We start with a new formulation which is proposed based on the K-SVCR method. Then transform it as a complementarity problem and further a strongly convex unconstrained optimization problem by using the implicit Lagrangian function. A fast Newton algorithm with global and finite termination properties is established for solving the resulting optimization problem. Preliminary numerical experiments on benchmark datasets show that the algorithm has good performance on both accuracy and training speed." @default.
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W2080972160 date "2011-06-01" @default.
W2080972160 modified "2023-09-26" @default.
W2080972160 title "A modified algorithm for Lagrangian multi-class support vector machine" @default.
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W2080972160 doi "https://doi.org/10.1109/csae.2011.5952745" @default.
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