Problems and Methods of Mathematical and Computer Modeling for Scientific Research

The textbook examines the theoretical foundations and practical aspects of modeling as an effective method for the scientific study of complex processes and systems. The aim of the textbook is to develop in students a deep understanding of model classification, stages of the modeling process, and principles for constructing valid and robust mathematical and statistical models, as well as to provide practical skills in the application of modern simulation software tools. Separate chapters are devoted to experimental design, as well as methods of correlation, regression, and analysis of variance (ANOVA) for simulation results. The use of the GPSS World simulation language is described in detail.

It is intended for students specializing in F7 'Computer Engineering' in both full-time and part-time study formats. It will also be useful for information technology specialists, postgraduate students, and anyone involved in the theory and practice of mathematical modeling.