Theoretical aspects of multi-agent approach application for innovation technological systems analysis.
Journal Title: Економіка: реалії часу - Year 2016, Vol 4, Issue 26
Abstract
Purpose. To analyze of conceptual foundations of multi-agent systems (MAS) application for tasks of innovation and technological systems management as the most complicated systems in social and economic sphere. The article is based on previous studies, where it was shown that modern high-tech systems are created by combining organizational and technological resources of different agents. Methodology. We have applied the systems dynamics as a method of complex active systems studying that change over time. The basis of system dynamics analysis is the assertion that the system structure forms its behavior. Thus using multi-agent approach due to the fact that this approach allows to consider agents and resource flows between them. Results. Unlike existing approaches we suggested the use of combined analysis of mechanisms of innovation and technological systems based on agents behavior. The possibility of a coalition model of multi-agent processes of resources transformation was considered. As part of the analysis the main functions of intelligent resource allocation were proposed to be divided into several modules (subsystems), each of which includes certain agents. Originality. For the first time, we have carried out the integrated research approach for multi-agent systems (MAS) application for tasks of innovation and technological systems management and created a prototype of multi-agent system of space device production project based on knowledge bases and taking into account the main processes in innovation and technological systems. Practical value. We have analyzed the main opportunities for practical application of multi-agent systems (MAS) for different tasks of innovation and technological systems and developed the main directions for further methodological research of information technology trajectory innovative technological system that will create basis for development of application systems.
Authors and Affiliations
Vitaliy Omelyanenko
Keywords
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