Informational macrodynamics: system modelling and simulation methodologies

Informational macrodynamics (IMD) presents a unified informational systemic approach with a common information language for modeling, analysis and optimization of a variety of interactive processes, including a human being. IMD contains a formal mathematical and computer methodology to describe the transformation of random information processes (at microlevel) into system dynamic processes (at macrolevel) to model the observed processes on the basis of both discovery of their information dynamic regularities, and the identification of macrodynamic equations. The informational description of interactions includes not only physical connections between the processes, but also the information superimposition of processes of different nature with transferring information from one interacting process to others and creating the defect of information. The IMD model follows from the solution of the variation minimax problem for the information macrofunctional that evaluates the average set of stochastic interactions as a path integral. The synthesized macrodynamics give rise to the self-organized structures, becoming ordered in the process of optimal motion. IMD defines the informational structured network of dynamic macronodes (IN) formed by the unification of collective chaotic attractors. A computer methodology of systems modelling, simulation and control with the IMD software package was applied to concrete processes in technology, biology, economics and artificial intelligence