The Interacting Objects Process Model is a naturally parallel way of r
epresenting processes based on a 'connectionist' approach. It provides
powerful new opportunities for the modelling of complex systems inclu
ding flexible local behaviour models, interrogation methods similar to
those used in artificial intelligence and self monitoring methods for
more effective reliability management. The development of the IOPM fo
r structural dynamic analysis using the massively parallel Connection
Machine CM-200 is reported here. Examples include idealised systems of
springs and masses and continuum structural systems using finite elem
ent relations. The performance compared to that of the IOPM on a seque
ntial machine is analysed. (C) 1997 Elsevier Science Ltd.