Learn more about Model-Based Calibration

CreateDesign - Create design object for test plan or model

Syntax

D = CreateDesign(Testplan)
D = CreateDesign(Testplan,Level)
D = CreateDesign(Testplan,Level,prop1,value1,...)
D = CreateDesign(Model)
D = CreateDesign(Model,prop1,value1,...)
D = CreateDesign(Inputs)
D = CreateDesign(Inputs,prop1,value1,...)
D = CreateDesign(Design)

Description

CreateDesign is a method of mbcmodel.testplan, mbcmodel.model, and mbcmodel.modelinput. Property value pairs can be specified at creation time. The property value pairs are properties of mbcdoe.design.

Properties of mbcdoe.design

mbcdoe.design Property	Description
Constraints	Constraints in design.
Generator	Design generation options.
Inputs	Inputs for design.
Model	Model for design.
Points	Matrix of design points.
PointTypes	Fixed and free point status.
Style	Style of design type.
NumberOfInputs	Read-only — Number of model inputs.
NumberOfPoints	Read-only — Number of design points.
Type	Design type. The design property Type can only be specified with CreateDesign and is subsequently read-only for design objects.

D = CreateDesign(Testplan) creates a design for the test plan, where Testplan is an mbcmodel.testplan object.

D = CreateDesign(Testplan,Level) creates a design for the specified level of the test plan. By default the level is the outer level (i.e., Level 1 for one-stage, Level 2 (global) for two-stage).

If you do not specify any properties, the method creates a default design type. The default design types are a Sobol Sequence for two or more inputs, and a Full Factorial for a single input.

D = CreateDesign(Testplan,Level,prop1,value1,...) creates a design with the specified properties.

D = CreateDesign(Model) creates a design based on the inputs of the mbcmodel.model object, Model.

D = CreateDesign(Model,prop1,value1,...) creates a design with the specified properties based on the inputs of the model.

D = CreateDesign(Inputs) creates a design based on the inputs of the mbcmodel.modelinput object, Inputs.

D = CreateDesign(Inputs,prop1,value1,...) creates a design with the specified properties based on the inputs.

D = CreateDesign(Design) creates a copy of an existing design.

Examples

To create a space-filling design for a test plan TP:

sfDesign = CreateDesign(TP, ...
    'Type', 'Latin Hypercube Sampling',...
    'Name', 'Space Filling');

Create an optimal design based on the inputs of a model:

optimalDesign = CreateDesign( model,...
    'Type', 'V-optimal',...
    'Name', 'Optimal Design' );

Create a classical full factorial design based on the inputs defined by a mbcmodel.modelinput object:

design = CreateDesign( inputs, 'Type', 'Full Factorial' );

Create a new design based on an existing design (ActualDesign) in order to augment it:

augmentedDesign = ActualDesign.CreateDesign('Name',...
 'Augmented Design');

Create a local level design for the two-stage test plan TP:

localDesign = TP.CreateDesign(1,'Type',...
'Latin Hypercube Sampling');

Create a global level design for the two-stage test plan TP:

globalDesign = TP.CreateDesign(2, 'Type',...
 'Latin Hypercube Sampling');

See Also

Generate; modelinput

CreateData

CreateModel

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