π-Economy (Oct 2023)
Industry 5.0 and intelligent economy: fundamentals of neuro-digital transformation of cyber social meta-ecosystems of high-tech industrial complexes
Abstract
Currently, the concept of neuro-digital transformation is being actively introduced into the theoretical and practical field of activity of the digital economy and Industry 5.0. In future studies, on the basis of active implementation and development, methods and tools for neuro-digital transformation of industry developed to date, including in macro-level companies (SpaceX, Carbon Valley (Rostec), etc.), the authors plan to start creating a multivariate design for the scientific and technological development of high-tech industrial complexes based on methods and tools for neuro-digital transformation and intelligent economy. The development of a system-targeted scheme of the cognitive framework of cyber social ecosystems, based on the model of neuro-digital intelligence and the system-synergistic concept of neuro-digital transformation of cyber social ecosystems, allowed the authors to develop a system-targeted scheme of a system tetrad of cyber social meta-ecosystems for the development of high-tech industrial complexes. Based on this scheme, the authors developed and implemented a complex of applied cognitive production management systems for the development of high-tech industrial complexes. Development of conceptual and methodological foundations of neuro-digital transformation and cyber social meta-ecosystems of Industry 5.0. high-tech industrial complexes allows you to move on to the creation and testing of applied tools for managing the development of cyber-social meta-ecosystems for the design of high-tech industrial complexes in the conditions of Industry 5.0. and intelligent economics. The purpose of the study is to develop a system-synergistic approach and a tool (platform) for the neuro-digital transformation of high-tech industrial complexes. Main results presented in the article. Based on the system tetrad and the system-synergistic concept of neuro-digital transformation of cyber social ecosystems, a system-targeted scheme for creating a system-synergistic tetrad of cyber social meta-ecosystems for the development of high-tech industrial complexes was developed. The authors disclosed a method of simulating neuro-digital transformation of cyber social meta-ecosystems for the development of high-tech industrial complexes based on a multi-agent genetic algorithm. A block diagram and application software of a multi-agent genetic algorithm was developed. The architecture and software of the application tools for managing the development of cyber-social meta-ecosystems for the design of high-tech industrial complexes in the conditions of Industry 5.0 and the intelligent economy were developed. The application tools for managing the development of cyber social meta-ecosystems for the design of high-tech industrial complexes were tested, in the conditions of Industry 5.0 and the intelligent economy, to solve the problem of modeling the neuro-digital transformation of cyber social meta-ecosystems of high-tech agro-industrial complexes of the Kaliningrad region.
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