Preparation of masters in the field of planning and modeling of a computer experiment for researching modern robotic systems and automation

Abstract

The program for studying the selective academic discipline "Planning and modeling of a computer experiment" of the professional training cycle is compiled in accordance with the educational and professional training program for the second master's educational level of the branch of knowledge 15 "Automation and Instrumentation", specialty 151 "Automation and Computer-Integrated Technologies" under the educational program "Robotic Systems and Automation” and “Computer-Integrated Technological Processes and Production”. The subject of discipline study are basic concepts and definitions for planning and modeling a computer experiment. The aim of teaching the discipline is to form the competencies of applicants for higher education in the form of a set of knowledge, skills and abilities in the field of planning, modeling and analysis of the results of computer experiments to ensure a comprehensive study of modern robotic systems and automation and computer-integrated technological processes and production. The curriculum of the discipline consists of the following informative modules: introduction to planning and modeling a computer experiment, factors, choosing a model, full factorial experiment, fractional factorial experiment, conducting a computer experiment, processing the results of a computer experiment, making a decision after building a computer model.