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Moved AL into SeqDesign and restructured score combination

Merged Rebecca Kohlhaas requested to merge fix/sequentialdesign into develop
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@@ -234,18 +234,28 @@ if __name__ == "__main__":
@@ -234,18 +234,28 @@ if __name__ == "__main__":
This part of the code tests the available combinations of the
This part of the code tests the available combinations of the
sequential strategies.
sequential strategies.
The following combinations have remaining issues to be solved:
The following combinations have remaining issues to be solved:
- exploitation = 'BayesOptDesign' has circular dependency with the engine class
- exploration = 'Voronoi' creates mismatching numbers of candidates and weights
- exploration = 'Voronoi' creates mismatching numbers of candidates and weights
- exploration = 'loocv' needs MetaModel.create_ModelError, which does not exist
- exploration = 'loocv' needs MetaModel.create_ModelError, which does not exist
- exploration = 'dual annealing' restricted in what it allows as exploitation methods
- exploration = 'dual annealing' restricted in what it allows as exploitation methods
- tradeoff = 'adaptive' perhaps not possible in the first AL iteration?
- tradeoff = 'adaptive' perhaps not possible in the first AL iteration?
The following combinations are running through:
The following combinations are running through:
- BayesActDesign quite fast
Tradeoff
- VarOptDesign as well
- None
 
- equal
 
- epsilon-decreasing
 
Exploration
 
- random
 
- global_mc
 
Exploitation
 
- BayesActDesign
 
- VarOptDesign
 
- alphabetic
 
- space-filling
Performance notes:
Performance notes:
- BayesOptDesign slow in the OptBayesianDesign iterations
- BayesOptDesign slow in the OptBayesianDesign iterations
 
- exploitation = 'BayesOptDesign' has circular dependency with the engine class
# TODO: user-defined options were left out in this test for both
# TODO: user-defined options were left out in this test for both
sampling-methods and exploitation schemes.
sampling-methods and exploitation schemes.
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