R packages by kaihusmann

optimization - Flexible Optimization of Complex Loss Functions with State and Parameter Space Constraints

Flexible optimizer with numerous input specifications for detailed parameterisation. Designed for complex loss functions with state and parameter space constraints. Visualization tools for validation and analysis of the convergence are included.

Last updated 3 years ago

5.85 score 4 stars 2 packages 37 scripts 490 downloads

optimLanduse - Robust Land-Use Optimization

Robust multi-criteria land-allocation optimization that explicitly accounts for the uncertainty of the indicators in the objective function. Solves the problem of allocating scarce land to various land-use options with regard to multiple, coequal indicators. The method aims to find the land allocation that represents the indicator composition with the best possible trade-off under uncertainty. optimLanduse includes the actual optimization procedure as described by Knoke et al. (2016) <doi:10.1038/ncomms11877> and the post-hoc calculation of the portfolio performance as presented by Gosling et al. (2020) <doi:10.1016/j.jenvman.2020.110248>.

Last updated 9 months ago

3.60 score 2 stars 2 scripts 273 downloads