MOOUU PROTOTYPES: Work in progress on Multi objective optimisation under uncertainty
FOLDERS:
ANIMATIONS
contains code for a simple animation of algorithms, as well as .mp4 files.
These show an animation of SPEA, NSGA_II, and SPEA2 on test problem ZDT1.
GENETIC ALGORITHMS
contains code for an abstract evolutionary algorithm class, and 3 algorithms, NSGA_II, SPEA, and SPEA2
TEST PROBLEMS
contains two scipts. Problem suite contains 5 deterministic ZDT test problems.
StochasticProblemSuite currently contains two original test problems which are probabilistic
TESTS
contains tests (or at least will) for all modules
UU
contains UncertaintyPropogation.py, a module for FOSM and Ensemble based propogation of uncertainty for models
WRAPPERS
wrap arounds for test problems for integrating GNSMOO with the PEST and pyemu frameworks