Do you have the need to optimize over targets which are functions of your ML models.
For example you predict the uplift of a trade promotion and need to optimize over the derived targets like incremental net sales, profitability, ROI. In such cases linear or MIP optimization techniques need to be extended to objective functions that do not have an explicit form.
This blog post describes how FICO Xpress’s blackbox or user-defined functions deployed on BTP can help optimize and achieve your business targets.
Do you have the need to optimize over targets which are functions of your ML models.For example you predict the uplift of a trade promotion and need to optimize over the derived targets like incremental net sales, profitability, ROI. In such cases linear or MIP optimization techniques need to be extended to objective functions that do not have an explicit form.This blog post describes how FICO Xpress’s blackbox or user-defined functions deployed on BTP can help optimize and achieve your business targets. Read More Technology Blogs by SAP articles
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