Model Synthesis and Model-Oriented Programming A New Technology for High Performance Agent-Based Modeling

摘要

A new approach proposed to the description, design and implementation for computer simulations of complex multi-component systems, - the model synthesis and model-oriented programming. The central concept of this approach is the concept of the model-component. The models-components family is closed under uniting components into the complex, and the simulation computations organization is an invariant for any member of the family. This fact allows solving the synthesis problem for a simulation model of any complexity. A special declarative language LCCD (language of components and complexes descriptions) proposed for describing the models-components and building models-complexes from them. The model-oriented programming system proposed is focused on parallel and distributed computing.