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heal-research / HeuristicLab

HeuristicLab - An environment for heuristic and evolutionary optimization
https://dev.heuristiclab.com
GNU General Public License v3.0
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Additional Shape Constraint Features #3119

Open HeuristicLab-Trac-Bot opened 3 years ago

HeuristicLab-Trac-Bot commented 3 years ago

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

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 commented 3 years ago

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

r17945

  • added branch
HeuristicLab-Trac-Bot commented 3 years ago

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

r17946

  • added a threshold in interval format for soft constraint evaluation
HeuristicLab-Trac-Bot commented 3 years ago

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

r17994

  • added MetaModelAnalyzer to analye solutions for additinal problem instances
HeuristicLab-Trac-Bot commented 3 years ago

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

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