AUTONOMOUS SYSTEMS: COGNITIVE CALCULATIONS ON THE PRINCIPLES OF THE BOUNDARY GENERALIZATIONS PARADIGM
DOI:
https://doi.org/10.34185/1991-7848.itmm.2021.01.032Keywords:
autonomous systems, cognitive technical systems, cognitive computing, the paradigm of limiting generalizationsAbstract
Research in the field of Autonomous Systems focuses on the development of machines and robots that are able to perceive their environment autonomously and to interact with it like a living being. This field of research includes such areas as Autonomous Intelligent Systems, Cognitive Technical Systems, Autonomous Perception and Decision Making, Cognitive/Urgent Computation, Cyber-Physical Systems, Artificial Intelligence (AI), AI Assistants, Sense-Making Platform, Cognitive Operational Systems, Cognitive Networks/Internet, Autonomous Space Robotics, Machine Learning, Big Data Calculus, Data Science Machine Eliminates Human Intuition, and simulation. The report examines the mathematical and software support of autonomous systems. The necessity of deep intellectualization of autonomous systems for space purposes is substantiated.
References
2020 NASA Technology Taxonomy https://techport.nasa.gov/view/taxonomy
Girimonte D., Izzo D. (2007). Artificial Intelligence for Space Applications. In: Schuster A.J. (eds). Intelligent Computing Everywhere. London: Springer. https://doi.org/10.1007/978-1-84628-943-9_12
Prokopchuk Y., Ryzhkov I., Savonik O., Samoilov S. (2019). Cognitive technical systems - a strategic resource of programs for the colonization of planets. Proceedings of the 7th International Conference “Space Technologies: Present and Future” (Dnipro, Ukraine). Dnipro: Yuzhnoye SDO. P. 193.
Nosov P. S., Popovych I. S., Cherniavskyi V. V., Zinchenko S. M., Prokopchuk Y. A., Makarchuk D. V. (2020). Automated Identification Of An Operator Anticipation On Marine Transport. Radio electronics, Computer science, Control, № 3 (54). P. 158–172. DOI: 10.15588/1607-3274-2020-3-15
Prokopchuk Y.A. (2017). Sketch of the Formal Theory of Creativity. Dnepr, UA: PSACEA Press. 452 p. (in RU)