Case Study: Virtual Prototyping and Machine Learning
Case Study: Virtual Prototyping and Machine Learning
Author(s): Alexander BelyaevSubject(s): Social Sciences, Economy, Education, Vocational Education, Higher Education , ICT Information and Communications Technologies
Published by: Нов български университет
Keywords: Virtual reality; Virtual prototyping; Pattern recognition; Machine learning; Mathematical simulation; I.6 Simulation and Modeling; I.2 Artificial Intelligence
Summary/Abstract: It is a matter of fact that a state-of-the-art product development is based on virtual prototyping. Virtual prototyping is using computer-aided design (CAD), and computer-aided engineering (CAE) software to validate a design before committing to making a physical prototype.If the number of competing virtual prototypes is large, the models are complex, and parameter space is high dimensional it can lead to combinatorial complexity. The paper suggests strategy for coping with the combinatorial complexity by using Model Based Neural Network approach. Cases of successful strategy implementation are considered. Finally, the expansion of suggested method to the field of geneticengineering is discussed.
Journal: Computer Science and Education in Computer Science
- Issue Year: 13/2017
- Issue No: 1
- Page Range: 61-70
- Page Count: 10
- Language: English