Belloni, Alexandre; Freund, Robert M; Vempala, Santosh - Sloan School of Management, Massachusetts Institute of … - 2007
The classical perceptron algorithm is an elementary row-action/relaxation algorithm for solving a homogeneous linear inequality system Ax 0. A natural condition measure associated with this algorithm is the Euclidean width T of the cone of feasible solutions, and the iteration complexity of the...