N. Kuznetsov et P. Kloeden, THE PROBLEM OF INFORMATION STABILITY IN COMPUTER STUDIES OF CONTINUOUS SYSTEMS, Mathematics and computers in simulation, 43(2), 1997, pp. 143-158
The pervasive use of computers in scientific computation and simulatio
n requires a paradigm shift in mathematical modelling from the continu
ous mathematics that has dominated science since Newton to a mathemati
cs that is simulateously both continuous and discrete. This will be il
lustrated with examples from the research results of the authors and t
heir coworkers, such as on Moire structures and the collapse of chaoti
c dynamics under spatial discretization. Two basic questions are raise
d and discussed. What kind of information about an underlying continuo
us system is probably or inevitably lost in using a particular compute
r representation? Can robustness of information be guaranteed in using
discretization schemes?