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Opened 3 years ago

Last modified 3 years ago

#3119 new feature request

Additional Shape Constraint Features

Reported by: dpiringe Owned by: dpiringe
Priority: medium Milestone: HeuristicLab 3.3.17
Component: Problems.DataAnalysis Version: branch
Keywords: Cc:


adding following features:

  • MetaModel Analyzer
  • Dynamic Intervals
  • Thresholds for Soft Constraints
  • Dynamic Soft Penalty Calculation

experimenting with the listed features to explore their impact

Change History (4)

comment:1 Changed 3 years ago by dpiringe

  • Version set to branch


  • added branch

comment:2 Changed 3 years ago by dpiringe


  • added a threshold in interval format for soft constraint evaluation

comment:3 Changed 3 years ago by dpiringe


  • added MetaModelAnalyzer to analye solutions for additinal problem instances

comment:4 Changed 3 years ago by dpiringe


  • added additional parameters to enable different evaluation options
  • added additive restrictions
  • added additional implementations for dynamic restrictions:
    • dynamic intervalls
    • exponatial smoothing
    • rising multiplier
  • adapted IntervalUtil to get model bounds and refactored some sections
  • adapted ShapeConstraintsParser for added features
  • added a ResultCollection in SymbolicRegressionSolution for shape constraint violations
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