Convergence of Batch Updating Methods with Approximate Gradients and/or Noisy Measurements: Theory and Computational Results

Tadipatri Uday Kiran Reddy, M. Vidyasagar

In this paper, we present a unified and general framework for analyzing the batch updating approach to nonlinear, high-dimensional optimization. The framework encompasses all the c…