Level: Intermediate
Casey Volino, Senior Engineering Associate, Corning

This talk will focus on incorporating nonlinear constraints in both the design and analyses of experiments. JMP®  allows us to constrain the experimental design space with disallowed combinations, but it does not currently obey those constraints for optimization. Working with JMP®  Profilers, a method will be presented that incorporates nonlinear constraints in optimization problems in the form of disallowed combinations. Multiple examples will be shown that address both design and optimization. All data and the JMP®  journal used in the presentation will be made freely available.

Experimental Design and Optimization with Non-Linear Constraints_Page_01.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_02.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_03.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_04.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_05.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_06.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_07.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_08.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_09.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_10.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_11.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_12.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_13.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_14.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_15.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_16.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_17.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_18.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_19.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_20.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_21.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_22.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_23.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_24.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_25.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_26.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_27.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_28.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_29.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_30.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_31.jpg

Published on ‎03-24-2025 08:52 AM by Community Manager Community Manager | Updated on ‎04-08-2025 09:06 AM

Level: Intermediate
Casey Volino, Senior Engineering Associate, Corning

This talk will focus on incorporating nonlinear constraints in both the design and analyses of experiments. JMP®  allows us to constrain the experimental design space with disallowed combinations, but it does not currently obey those constraints for optimization. Working with JMP®  Profilers, a method will be presented that incorporates nonlinear constraints in optimization problems in the form of disallowed combinations. Multiple examples will be shown that address both design and optimization. All data and the JMP®  journal used in the presentation will be made freely available.

Experimental Design and Optimization with Non-Linear Constraints_Page_01.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_02.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_03.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_04.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_05.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_06.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_07.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_08.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_09.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_10.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_11.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_12.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_13.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_14.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_15.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_16.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_17.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_18.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_19.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_20.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_21.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_22.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_23.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_24.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_25.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_26.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_27.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_28.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_29.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_30.jpg Experimental Design and Optimization with Non-Linear Constraints_Page_31.jpg



Start:
Mon, Oct 8, 2018 09:00 AM EDT
End:
Fri, Oct 12, 2018 05:00 PM EDT
Attachments
0 Kudos