Interval Arithmetic Evaluators and Analyzers

[chaider]

Extend the Interval Arithmetic with different evaluators and analyzers.

• SingleObjective Evalautors
• MultiOjbective Evalautors

[chaider]

r17608 Initialized branch

[chaider]

r17609 Added DataAnalysis.Symbolic.Regression

[chaider]

r17611 Added ConstraintAnalyzer

[chaider]

r17621 Added single objective evaluators

[chaider]

r17623 Added multi objective analyzer and evaluators

[chaider]

r17627

• Added abstract class for splitting parameters
• Fixed formatting

[chaider]

r17632 Changed readonly dictionary to normal dicitionary to set new interval in VariableRanges after splitting the intervals

[chaider]

r17636 Changed variable ranges to be readonly

[chaider]

r17652 Persistence fixes and small changes

[chaider]

r17653 Added NMSESingleObjectiveEvaluator

[chaider]

r17660

• Set worst nmse value to 1.0 in SymbolicRegressionSingleObjectiveConstraintConstOptNmseEvaluator
• Added SymbolicRegressionSingleObjectiveConstraintScalingNmseEvaluator which allows to use linear scaling within IA

[chaider]

r17705

• Fixed some formating in SymbolicRegressionSingleObjectiveConstraintScalingNmseEvaluator
• Added linear scaling check in SymbolicRegressionSingleObjectiveConstraintScalingNmseEvaluator
• Added linear scaling for SymbolicRegressionMultiObjectiveMultiSoftConstraintEvaluator

[dpiringe]

r17722

• added parameter support for dimensions
• added region calculation in SymbolicRegressionConstraintAnalyzer

[dpiringe]

r17733

• modified SymbolicRegressionConstraintAnalyzer to calculate an error (as out parameter)
  • added an ILookupParameter to write a penality multiplier into the scope
• changed a lot of evaluators to match the changed analyzer method
• changed SymbolicRegressionSingleObjectiveConstraintConstOptNmseEvaluator to use a rising penality (instead of setting an unsatisfied solution to 1.0)

[dpiringe]

r17734

• method Calculate (QuadraticDiscreteDoubleValueModifier) was renamed to Apply

[dpiringe]

r17735

• added a IResultParameter to show the rising penality
• added a IValueParameter to set the step size (enables plateaus with the same penality multiplier)

[chaider]

r17743 Added parameter to use smart splitting and extended constraint checking method for splitting

[chaider]

r17744 Removed Pearson R² Evaluators and added a new single-objective configurable evaluator

[chaider]

r17750 Moved the linear scaling condition

[chaider]

r17751 Added Splitting-Parameter

[chaider]

r17761 Removed splitting direction parameter

[chaider]

r17764

• Removed UseSplitting parameter from analyzer
• Added BoundEstimatorParameter to evaluator

[dpiringe]

r17766

• changed the relevant code in SymbolicRegressionConstraintAnalyzer for the new class Region
• added the .editorconfig file from trunk (to satisfy the coding guidelines)

[chaider]

r17769

• Added parameter for estimator
• Used IntervalUtil methods for the constraint checking

[dpiringe]

r17771

• added a new analyzer (and an abstract base class) for finding the best meta model for multiple datasets

[chaider]

r17774 Checked for infinity or NaN values in multi objective evaluator

[dpiringe]

r17776:

• changed SymbolicRegressionSingleObjectiveMetaModelAnalyzer to calculate the average quality of an solution for all problems
  • average: because we need to include outlier
• some architectural changes
• added new (but empty) meta model analyzer for multi objective -> SymbolicRegressionMultiObjectiveMetaModelAnalyzer

[chaider]

r17789 Merged trunk into branch

[dpiringe]

r17792

• updated SymbolicRegressionSingleObjectiveMetaModelAnalyzer to find a meta model with and without constant optimization
• added a new result parameter of type DataTable in SymbolicRegressionConstraintAnalyzer to show the absolute number of unsatisfied individuals
• added soft constraints handling for SymbolicRegressionSingleObjectiveConstraintEvaluator

[gkronber]

TODOs before reintegration:

• Remove MetaModel stuff
• Remove SplittingEvaluator (and adapt derived class)
• Remove MultiObjectiveHardConstraintEvaluator
• Remove MultiObjectiveConstraintsAnalyzer
• Remove PenaltyWeighting from SymRegConstraintAnalyzer

[chaider]

r17794 Removed SplittingEvaluator and MultiObjectiveConstraintAnalyzer

[chaider]

r17795 Removec MultiObjectiveConstraintAnalyzer

[chaider]

r17821 Refactoring Evaluators and Analyzers

[gkronber]

r17877: merged r17817 from trunk to branch

[chaider]

r17878 Removed unused code

[chaider]

r17879 Removed MultiHardConstraintEvaluator

[chaider]

r17882 Fixed description in MultiSoftConstraintEvaluator

[chaider]

r17883 renamed branch

[chaider]

r17884 copied reintegration branch to keep splitting code (which will be removed in the reintegration branch)

[gkronber]

TODO:

• Adjust headers

[gkronber]

r17892: refactoring to prepare for trunk reintegration

[chaider]

r17897 fixed a compilation error (to work with latest version of 3073)

[chaider]

r17898 refactoring to prepare for branch reintegration

[chaider]

r17903 merged reintegration branch to trunk

[chaider]

r17904 deleted reintegration branch

[gkronber]

Has been merged to trunk together with #3073. Further activities tracked in #3073.