JSM2024
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Professional Development Computer Technology Workshop (CTW)

Simultaneous Multi-Response Optimization Using Probability of Success Using Experimental Data.

Wed, Aug 7, 8:00 AM - 9:45 AM

About this session

This workshop provides conceptual and practical information on the multi-response optimization capabilities of EFFEX cloud-based software. Multi-response optimization is a crucial step in product and process improvement. The trade-off between the different responses and the high dimensionality of the input space data (high number of factors) makes it challenging. Probability of success uses the predictive power of the underlying statistical models and quantifies the uncertainty and robustness of any given combination of factor values. This workshop includes demonstrations with real datasets obtained from experiment data. No prior knowledge of EFFEX or of probability of success calculation is required, but basic familiarity with regression concepts will prove useful.

Session participants

Dewi Van De Vyver
Participant
Jose Nunez Ares (KU Leuven)
Participant