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Resilient Development of Models and Methods in Computing Space

Oleksandr DrozdDepartment of Computer Intelligent Systems and Networks, Odessa Polytechnic State University, Odessa, UkraineAndrzej RucińskiDepartment of Electrical and Computer Engineering, University of New Hampshire, Boston, USAKostiantyn ZashcholkinDepartment of Computer Intelligent Systems and Networks, Odessa Polytechnic State University, Odessa, UkraineOleksandr MartynyukDepartment of Computer Intelligent Systems and Networks, Odessa Polytechnic State University, Odessa, UkraineJulia DrozdDepartment of Computer Systems, Odessa Polytechnic State University, Odessa, Ukraine
2021en
ABI

Аннотация

The paper is devoted to the analysis of computer models and methods that dynamically evolve and therefore allow tracing certain patterns in their development. The considered examples of evolution testify to the objective processes of their integration into the natural world by structuring for its parallelism and fuzziness. These beacons determine the vector of resilient development, which is shown for the model of number, arithmetic operations, calculation results, on-line testing of digital circuits, safety-related systems and their problems from the standpoint of a resource-based approach. The mechanism of development of computer models by diversifying their concepts is shown. An example of the development of a circuit solution in its on-line testing based on the diversification of the values of the calculated results is given. Comparison of the obtained solutions, analyzed within the framework of the model of exact and approximate data, is carried out.

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