A4 Article in conference proceedings
Creative and Adversarial Cellular Automata for Simulating Resilience in Industry 5.0 (2024)


Terziyan, V., Terziian, A., & Vitko, O. (2024). Creative and Adversarial Cellular Automata for Simulating Resilience in Industry 5.0. In F. Longo, W. Shen, & A. Padovano (Eds.), 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023) (pp. 1491-1502). Elsevier. Procedia Computer Science, 232. https://doi.org/10.1016/j.procs.2024.01.147


JYU authors or editors


Publication details

All authors or editors: Terziyan, Vagan; Terziian, Artur; Vitko, Oleksandra

Parent publication: 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023)

Parent publication editors: Longo, Francesco; Shen, Weiming; Padovano, Antonio

Conference:

  • International Conference on Industry 4.0 and Smart Manufacturing

Place and date of conference: Lisbon, Portugal, 22.-24.11.2023

Journal or series: Procedia Computer Science

ISSN: 1877-0509

eISSN: 1877-0509

Publication year: 2024

Publication date: 20/03/2024

Number in series: 232

Pages range: 1491-1502

Number of pages in the book: 3277

Publisher: Elsevier

Publication country: Netherlands

Publication language: English

DOI: https://doi.org/10.1016/j.procs.2024.01.147

Publication open access: Openly available

Publication channel open access: Open Access channel

Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/94113


Abstract

Emerging Industry 5.0 pushes advanced automation towards resilient solutions with enhanced human role. Resilience as an ability to sustain processes in the face of disruptions and adversarial attacks requires careful modelling and simulation. Cellular automata are efficient mathematical models used to simulate the behavior of complex systems, which change their state based on a set of predefined rules. In this paper, we suggest several updates to cellular automata (particularly Conway's “Game of Life”) to address resilience. These include “Life and Creation”, “War and Peace”, and their hybrid “War and Creation” capable of addressing the important components of resilience, such as controllable creativity and adversarial interactions. Inherited in these updates and known advantages of cellular automata, such as simplicity, emergent behavior, parallelism, and adaptability, makes it a powerful simulation tool for a wide range of Industry 5.0 systems that involve humans, smart infrastructure, their complex and adversarial interactions, safety, and resilience.
See presentation slides: https://ai.it.jyu.fi/ISM-2023-Cellular_Automata.pptx


Keywords: simulation; cellular automata; resilience

Free keywords: cellular automata; simulation; Industry 5.0; resilience; creative models; adversarial models


Contributing organizations


Ministry reporting: Yes

Reporting Year: 2024

Preliminary JUFO rating: 1


Last updated on 2024-13-05 at 18:26