Parallel Modeling of Complex Dynamic Systems in the Vector-Matrix Form

The concept of developing parallel modeling languages (PML) of complex dynamic systems (CDS) based on the analogy between the principles of operation of sequential languages (SL) and MIMD-parallelism provides for the purpose of “Functional element of the SL block diagram – MIMD process,” which transforms the SL-specifications of serial simulators (block diagrams) in the structure of virtual parallel simulators. Virtuality is due to the atypical for MIMD-systems “fine granulation” of the processes generated by this purpose and the connections between the processes, which must be appropriate to the connection schemes of the functional elements of SL-simulators. The architecturally relevant implementation of a parallel simulator of any CDS is related to the form of its mathematical description and the corresponding simulation model. To accommodate these diverse descriptions, we present simulation models and SL-specifications in the form of block diagrams of SL-elements. These serve as the foundation for the creation of virtual MIMD simulators, which can operate at two distinct levels of granularity for processes. Furthermore, the configuration of connections between SL-elements is determined based on the specific characteristics of these functional elements concerning their “input-output” properties.