ON THE APPLICATION OF COMBINATORICS AND PROBABILITY THEORY IN ARTIFICIAL INTELLIGENCE

Аннотация

This article analyzes the advantages and © 2025 Original content from this work may be used under the terms of the creative commons attributes 4.0 License. specific features of using modern software tools in the processes of clothing modeling and construction. The integration of digital technologies—particularly CLO 3D, Optitex, Lectra, and other CAD systems—enhances the efficiency of fashion design, reduces time and material costs, and expands virtual testing capabilities. In addition, the application of these systems in educational settings allows for an interactive approach to design education. The article examines the technical and functional characteristics of various software tools, their differences, and practical advantages based on analytical research. The findings provide a solid theoretical and practical foundation for the implementation of innovative approaches in the field of clothing design. Keywords: Clothing design, modeling, construction, 3D technologies, CLO 3D, Optitex, CAD systems, digital fashion. Introduction: In recent years, the rapid advancement of digital technologies has led to significant changes in the field of clothing design and modeling. Traditional manual design and construction processes are being replaced by modern computer-aided systems that not only increase production efficiency but also enrich the fashion industry with innovative approaches. In particular, 3D modeling, virtual fitting, and automated construction processes are emerging as leading trends in today’s fashion world. Software tools such as CLO 3D, Optitex, Gerber European International Journal of Pedagogics 82 https://eipublication.com/index.php/eijp European International Journal of Pedagogics Technology, Lectra, and Assyst provide designers with Additionally, Gerber AccuMark and Assyst Vidya are also the ability to create highly accurate virtual models, widely used in the global fashion industry. These tools simulate fabric textures and garment cuts, and save support the full digitization of the design-to-production both time and resources. The realism and quality of pipeline, enabling virtual fitting simulations and virtual garments created using these systems enable a automated pattern development. nearly complete digitization of the pre-production Based on the reviewed sources, it is evident that design process. modern software tools not only improve the quality of This article examines the role of modern software tools design but also enhance production efficiency, support in clothing design and construction, their technical and sustainable practices, and play a crucial role in practical applications, and the advantages of their use educational settings. Academic literature also highlights in the educational process. The main goal of the positive experiences with integrating these research is to develop scientifically grounded technologies into fashion education curricula (Smith & recommendations to enhance the quality and Brown, 2021). efficiency of clothing design through the effective use