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Accuracy

What is the approximation error of the result?

The approximation error indicators (predict the metamodel accuracy of the results) can be visualized in the LS-OPT Viewer.

New Plot

  • To view a new plot select the plot button on the task bar. A seperate window of LS-OPT Viewer opens up.

 

LS-OPT Viewer

  1. Select under Metamodel the item Accuracy.
  2. From Entity select the Objective Residual2.

new_plot_taskbar

acc1

→ Good approximation: low distance between black line and green points.

 

→Similar observations can be made by selecting the other objectives.

 

acc_1

Optimization History

  • Alternatively the accuracy of the optimal values at various iterations can be studied under a Optimization History plot.

New Plot

  • To view a new plot select the plot button on the task bar. A seperate window of LS-OPT Viewer opens up.

 

LS-OPT Viewer

  1. Select under Optimization the item History.
  2. From Setup tab, select the Objective Residual2.

 

→ Good approximation of optima: The computed values (red points) almost coincide with the predicted values (black line) for the optimum.

→Similar observations can be made by selecting the other objectives.

→For observing the multiobjective select the option.   

 

multiobj_acc_1

new_plot_taskbar

acc3

acc_2