Adaptive Randomized Neural Networks with Locally Activation Function: Theory and Algorithm for Solving PDEs

Ran Bi, Weibing Deng

This paper establishes an approximation theory and develop an adaptive computational framework for randomized neural networks (RaNNs). For RaNNs of the form $\sum_{i=1}^{N} W_i σ(A…