Open PavelBal opened 4 months ago
Removed documentation:
OFV grids for parameter space exploration
In addition to previous diagnostic methods, we can also plot the landscape of the objective function, since the problem is 2-parametric and it is easily visualized with a contour plot. The package includes $gridSearch() and $plotGrid() functions for that:
{r include=TRUE, eval=FALSE}
grid <- piTask$gridSearch(lower = c(3, 0), upper = c(4, 5), totalEvaluations = 2000)
plot2DOFVGrid(grid, taskResults$par)
{r include=TRUE, echo=FALSE, eval=TRUE, fig.width=10, fig.height=6, fig.align='center'}
plot2DOFVGrid(cachedMidazolamGrid, taskResults$par)
Add more explanations. How to use logScaleFlag (to me it is not clear, when "a vector of logical values indicating" should be used). How to use margin? (was in one of my comments to the PR introducing the grid search - I do not understand what it is and how to use it.
Same as here https://github.com/Open-Systems-Pharmacology/OSPSuite.ParameterIdentification/issues/91