All functions |
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Create a kriging adapter class for the objects codekm of package
of the package |
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analytical functions |
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Create a fitness class with |
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Genetic Algorithm to select best metamodel |
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TMSE criteria |
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Create a kriging adapter class for the objects codekm of package
of the package |
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Mean Square Error |
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Create a penalty class with |
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contour plot of a function |
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Post Processing and plot of the prediction and the UP variance of a 1 dimension functions. |
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Refinement criteria |
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Resampling Error |
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Traditional R calls |
Create a support vector machine (svm) adapter class for the objects codesvm of the package |
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UP: Universal Prediction Distribution |
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A UPClass is a class the contains a resampling technique and computes the weights of the UP distirbution |
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Universal Prediction distribution based Efficient Global Optimization UP-EGO |
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Universal Prediction Expected Improvement UP-EI criteria |
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upinverse |
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UPSM is a class for universal distribution of a surrogate model |
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UP-SMART |
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Adapter for UP surface |