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Scripting Guide • Efficient Scripts • Design of Experiments
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Design of Experiments
In DOE, there are options such as Number of Starts and Design Search Time that enable you to control how much time is allocated to finding an optimal design.
// Number of Starts example
DOE(
Custom Design,
Add Factor( Continuous, -1, 1, "X1", 0 ),
Add Factor( Continuous, -1, 1, "X2", 0 ),
Add Factor( Continuous, -1, 1, "X3", 0 ),
Number of Starts( 1000 ),
Make Design
);
// Design Search Time example
d = DOE( Screening Design );
dt2 = Open( "$SAMPLE_DATA/Design Experiment/Weld Factors.jmp" );
d << Load Factors;
Close( dt2 );
d << {Set Random Seed( 12345 ), Screening Type( 1 ),
Suppress Cotter Designs, Design Search Time( 8 ),
Number of Column Starts( 50 ), Set Sample Size( 12 ), Make Design};