Microscopic/stochastic timesteppers and coarse control: a kinetic Monte Carlo example
Cellular Automata and Lattice Gases
2007-05-23 v1
Abstract
Coarse timesteppers provide a bridge between microscopic / stochastic system descriptions and macroscopic tasks such as coarse stability/bifurcation computations. Exploiting this computational enabling technology, we present a framework for designing observers and controllers based on microscopic simulations, that can be used for their coarse control. The proposed methodology provides a bridge between traditional numerical analysis and control theory on the one hand and microscopic simulation on the other.
Cite
@article{arxiv.nlin/0207017,
title = {Microscopic/stochastic timesteppers and coarse control: a kinetic Monte Carlo example},
author = {C. I. Siettos and A. Armaou and A. G. Makeev and I. G. Kevrekidis},
journal= {arXiv preprint arXiv:nlin/0207017},
year = {2007}
}