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Fix Pareto front eligibility for missing objectives#3450

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FlorianPfaff wants to merge 2 commits into
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fix-pareto-missing-objective-front
Open

Fix Pareto front eligibility for missing objectives#3450
FlorianPfaff wants to merge 2 commits into
mainfrom
fix-pareto-missing-objective-front

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@FlorianPfaff

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Summary

  • exclude candidates with no comparable objective values from Pareto-front membership when missing values are allowed
  • require complete objective values for front eligibility when allow_missing=False
  • add regression coverage for both pareto_front_indices and is_pareto_front

Testing

  • Validated the changed Pareto helper logic locally with a minimal pandas/NumPy reproduction
  • Full repository test suite not run in this environment

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MegaLinter analysis: Success

Descriptor Linter Files Fixed Errors Warnings Elapsed time
✅ COPYPASTE jscpd yes no no 74.15s
✅ JSON prettier 7 0 0 0 1.15s
✅ JSON v8r 7 0 0 5.45s
✅ MARKDOWN markdownlint 68 0 0 0 2.7s
✅ MARKDOWN markdown-table-formatter 68 0 0 0 0.82s
✅ PYTHON black 1132 5 0 0 63.43s
✅ PYTHON isort 1132 5 0 0 3.18s
✅ REPOSITORY checkov yes no no 49.98s
✅ REPOSITORY gitleaks yes no no 12.34s
✅ REPOSITORY git_diff yes no no 0.23s
✅ REPOSITORY secretlint yes no no 45.41s
✅ REPOSITORY syft yes no no 4.83s
✅ REPOSITORY trivy-sbom yes no no 7.18s
✅ REPOSITORY trufflehog yes no no 17.87s
✅ YAML prettier 11 0 0 0 0.78s
✅ YAML v8r 11 0 0 11.79s
✅ YAML yamllint 11 0 0 0.57s

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@FlorianPfaff FlorianPfaff force-pushed the fix-pareto-missing-objective-front branch from 263c1b9 to ffb1c10 Compare June 29, 2026 19:02
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