Additional Shape Constraint Features

[HeuristicLab-Trac-Bot]

Issue migrated from trac ticket # 3119

milestone: HeuristicLab 3.3.17 | component: Problems.DataAnalysis | priority: medium

2021-04-15 16:06:55: dpiringe created the issue

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adding following features:

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

experimenting with the listed features to explore their impact

[HeuristicLab-Trac-Bot]

2021-04-15 16:12:22: dpiringe commented

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r17945

• added branch

[HeuristicLab-Trac-Bot]

2021-04-16 16:06:33: dpiringe commented

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r17946

• added a threshold in interval format for soft constraint evaluation

[HeuristicLab-Trac-Bot]

2021-06-22 18:16:46: dpiringe commented

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r17994

• added MetaModelAnalyzer to analye solutions for additinal problem instances

[HeuristicLab-Trac-Bot]

2021-06-22 18:28:53: dpiringe commented

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r17995

• 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