[Example] AIAgent Training 'DTEmpower'
A case where the effects were verified using a simulation dataset based on the Styblinski-Tang function!
We will introduce case studies on data cleaning and AIAgent training using our intelligent data modeling software "DTEmpower." This software provides users with a variety of algorithms related to different aspects of data modeling, such as sensitivity analysis and model training. Using a simulation dataset based on the Styblinski-Tang function, we verified the effectiveness of the model training algorithm "AIAgent." The response surface is essentially aligned with theoretical values, confirming high accuracy. [Case Overview] - The goal of data modeling is to obtain a predictive model from x (x1 to x5) to y. - To confirm the superiority of AIAgent, a new project was simultaneously created, and validation using an integrated learning algorithm was also conducted. - The response surface of the model trained by AIAgent is essentially aligned with theoretical values, confirming high accuracy. *For more details, please download the PDF or feel free to contact us.*
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Our company focuses on the development, sales, and support of various CAE software with "AI x Optimization" as a key concept, and we offer a wide range of services including contract analysis and consulting. The software we provide can also be customized according to our customers' requests. We aim to contribute to manufacturing by providing better products and services in product development, design, and research.