Creative and Adversarial Cellular Automata for Simulating Resilience in Industry 5.0
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
Main Authors
Format
Articles
Research article
Published
2024
Series
Subjects
Publication in research information system
Publisher
Elsevier
The permanent address of the publication
https://urn.fi/URN:NBN:fi:jyu-202403282657Use this for linking
Review status
Peer reviewed
ISSN
1877-0509
DOI
https://doi.org/10.1016/j.procs.2024.01.147
Language
English
Published in
Procedia Computer Science
Citation
- Terziyan, V., Terziian, A., & Vitko, O. (2024). Creative and Adversarial Cellular Automata for Simulating Resilience in Industry 5.0. Procedia Computer Science, 232, 1491-1502. https://doi.org/10.1016/j.procs.2024.01.147
Copyright© 2024 the Authors