IP3 2023 – Artificial Intelligence & Machine Learning 2 (LOT 14914)

This lot is generally related to a technique for training a support vector machine (SVM) with process constraints to ensure quality in processes such as eCommerce, portfolio management, financial systems, etc. Disclosed is a technique to provide a model consisting of a representation of a plant or process implemented with a SVM and has multiple inputs and outputs. The plant or process has multiple attributes which specify process constraints corresponding to the known attributes. Further disclosed are techniques to train the model based on process constraints. The technology may be implemented in eCommerce applications, portfolio management systems, financial systems, etc.