Monte Carlo Experimental Design Matlab Code: Difference between revisions

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3. [[MakeResponseSurface.m]] - A function to create a response surface and analyze data
3. [[MakeResponseSurface.m]] - A function to create a response surface and analyze data
4. [http://files.charlesmartinreid.com/ExperimentalDesign/allLV1.m allLV1.m] - A function to create permutations (used to generate polynomial powers)


Part 1: Monte Carlo routine: creating the sample points, looping over each sample point, evaluating the function at each sample point
Part 1: Monte Carlo routine: creating the sample points, looping over each sample point, evaluating the function at each sample point

Latest revision as of 07:10, 2 July 2011

The Monte Carlo code for experimental design consists of several parts:

1. ToyProblem_cmr.m - The toy problem function (this is the function being sampled)

2. MonteCarlo.m - The Monte Carlo driver

3. MakeResponseSurface.m - A function to create a response surface and analyze data

4. allLV1.m - A function to create permutations (used to generate polynomial powers)

Part 1: Monte Carlo routine: creating the sample points, looping over each sample point, evaluating the function at each sample point

Part 2: Postprocessing: fit a function to the data, plot the raw data points, plot the polynomial function, print useful information about the model

See Also

v  ·  d  ·  e
charlesmartinreid.com : Experimental Design
Lecture Set
Introduction Lecture
Example Problem
Regression Methods
Monte Carlo
MC Method
Roulette.jpg
MC Implementation
MC Results
Composite Design
CD Method
SteelFrame.jpg
CD Implementation
CD Results
Charles Martin Reid:Copyrights
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