Primal-Dual Interior-Point Methods - Stephen J.Wright.pdf不知是否有人需要,讲有约束优化的好书.-Primal-Dual Interior-Point Methods- Stephen J.Wright.pdf 1997 Written by Stephen J.Wright.

This book focuses on Least Squares Support Vector Machines (LS-SVMs) which are reformulations to standard SVMs. LS-SVMs are closely related to regularization networks and Gaussian processes but additionally emphasize and exploit primal-dual interpret