(12) “Formula 4 of Shen’s” and “Mixed Inequality” Relationship and Appraisement

“Shen’s Formula 4” and “Mixed Inequality”, this inequality is related to various aspects and its evaluation of its birth:

The relationship between 1. and AI complex systems

1. Impact on AI model construction

In complex AI systems, especially when it comes to handling of uncertainty, these inequalities may 1 a new theoretical framework. For example, in the training process of neural networks, the uncertainty of data, the uncertainty of model paramete......