Fotouhi, H.; Golalizadeh, M. - In: Statistical Papers 56 (2015) 2, pp. 391-410
Among many algorithms, gradient descent algorithm (GDA) is a simple tool to derive an optimal quantity in dealing with an optimization problem in the linear space. Apart from the initial value, the step size has a great impact on the convergence rate of this algorithm. Its affect on the...