Opossum—OPtimizatiOn Solver with SUrrogate Models
(by Thomas Wortmann)
Opossum is the first model-based optimization tool for Grasshopper and based on the RBFOpt library
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Opossum is the first model-based optimization tool for Grasshopper and based on the RBFOpt library. It uses advanced machine learning techniques to find good solutions with a small number of evaluations. 

Opossum's GUI is similar to Galapagos. It's speciality is finding close to optimal solutions in 100 - 300 evaluations, while genetic algorithms and particle swarms typically need many more steps.

Opossum comes with a self-installing *.exe. To run it, you will also need a free license key, which you can get at http://aal.sutd.edu.sg/opossum/.