topic Re: Custom DoE: How to set up Factor Constraints with Script in Discussions

Custom DoE: How to set up Factor Constraints with Script

basti41aa — Tue, 28 May 2024 12:05:28 GMT

Hello,

I´m trying to play around with the Catapult from Sigmazone (https://sigmazone.com/catapult/) and practice my DoE skills, but I´m having trouble setting up the factor constraints.

Basically I´m having 5 continous factors with the following levels:

Release Angle --> 90 - 185
Firing Angle --> 90 - 140
Cup Elevation --> 200 - 300
Pin Elevation --> 100 - 200
Bungee Position --> 100 - 200

The problem is, that the Release Angle has to be always to be 5 units higher than the Firing Angle, otherwise the catapult won´t shoot.

I found it hard to find any documentation on how to use this script correctly, so I´m asking this questions here now.

I tried this, but this does not work unfortunately:

Release Angle - Firing Angle >= 5

E.g. this will result in this, where Run 5 is not possible to perform.

I found a couple of youtube Videos, where they tried to solve this catapult, but they will always ignore this constraint and due to simplicity just keep the firing Angle at a constant (e.g. 110) and then set the Release Angle from 115-185.

Can you help me with this? Thank you very much in advance!

Re: Custom DoE: How to set up Factor Constraints with Script

Victor_G — Tue, 28 May 2024 12:22:15 GMT

Hi @basti41aa,

Welcome in the Community !

Your constraint is ok mathematically, but may not be correct regarding scripting language JSL.
I have good results defining the constraint using "Specify linear constraints" panel and this expression :

{1 * :RA + -1 * :FA >= 5}

I obtain this design (when specifying only main effects in the model using Custom Design platform) :

Here is the script to generate the design (and datatable attached) :

DOE(
	Custom Design,
	{Add Response( Maximize, "Y", ., ., . ),
	Add Factor( Continuous, 90, 185, "RA", 0 ),
	Add Factor( Continuous, 90, 140, "FA", 0 ),
	Add Factor( Continuous, 200, 300, "CE", 0 ),
	Add Factor( Continuous, 100, 200, "PE", 0 ),
	Add Factor( Continuous, 100, 200, "BP", 0 ), Set Random Seed( 5840095 ),
	Number of Starts( 51664 ), Add Constraint( [-1 1 0 0 0 -5] ), Add Term( {1, 0} ),
	Add Term( {1, 1} ), Add Term( {2, 1} ), Add Term( {3, 1} ), Add Term( {4, 1} ),
	Add Term( {5, 1} ), Add Alias Term( {1, 1}, {2, 1} ),
	Add Alias Term( {1, 1}, {3, 1} ), Add Alias Term( {1, 1}, {4, 1} ),
	Add Alias Term( {1, 1}, {5, 1} ), Add Alias Term( {2, 1}, {3, 1} ),
	Add Alias Term( {2, 1}, {4, 1} ), Add Alias Term( {2, 1}, {5, 1} ),
	Add Alias Term( {3, 1}, {4, 1} ), Add Alias Term( {3, 1}, {5, 1} ),
	Add Alias Term( {4, 1}, {5, 1} ), Set Sample Size( 12 ), Simulate Responses( 0 ),
	Save X Matrix( 0 ), Make Design}
)

I highly recommend reading the great blog post by @Jed_Campbell regarding factor constraints :

Re: Custom DoE: How to set up Factor Constraints with Script

basti41aa — Tue, 28 May 2024 12:33:46 GMT

Hello @Victor_G,

thank you very much for the quick response!

Thank you also for the additional information.

Sadly if I try to run this expression now, I´m running into an error. I even renamed the factors and copied your line into my script and set up only the main interactions, but I still do get this message.

What could be the reason for this? I´m using JMP17.

Thanks in Advance!

Re: Custom DoE: How to set up Factor Constraints with Script

Victor_G — Tue, 28 May 2024 12:38:03 GMT

Try to specify your constraint using the "Specify Linear Constraints" instead of the "Disallowed Combinations Script".