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C Optimal Design

Chi-Kuang Yeh edited this page Oct 2, 2017 · 2 revisions

Basic Idea

  • Minimize the C^T I^-1(I) C where I is the information matrix from SLSE

To run the program

[del , ANS, error] = C_opt_mod(N,t,theta,range,fun,c) 

Description

Outputs

  • del ~ fitness value

  • ANS ~ resulted supporting points and its weights

  • error ~ maximum measurement error

Parameters

  • N ~ number of design points

  • t ~ level of skewness

  • theta ~ parameter values

  • range ~ design space

  • fun ~ function that calculates partial derivatives of the selected model

  • c ~ specified combination of parameter, a row vector

Wiki

D-Optimality

A-Optimality

C-Optimality

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