feat(moeo): add real-valued multi-objective local search#87
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evvaletov wants to merge 3 commits intonojhan:masterfrom
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feat(moeo): add real-valued multi-objective local search#87evvaletov wants to merge 3 commits intonojhan:masterfrom
evvaletov wants to merge 3 commits intonojhan:masterfrom
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Seems very interesting! I'll review that on a cleaned history. |
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February 28, 2026 19:55
moRealVectorNeighbor: neighbor type for real-valued vector solutions with delta-based forward/backward moves via moBackableNeighbor.
Add virtual finalize() and hasFinalize() to moeoAlgo/moeoPopAlgo hierarchy. NSGA-II implements finalize() to recompute fitness and diversity assignments after population modifications (e.g. immigrant integration in island model).
moeoBestUnvisitedSelect: selects unvisited individuals with optional Pareto-dominance exclusion filtering. RealVectorNeighborhoodExplorer: generates random perturbation directions with geometric scaling along improving directions. Supports per-dimension epsilon and minimum scaling factors. moeoUnifiedDominanceBasedLSReal: archive-based dominance local search for real-valued multi-objective problems.
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Summary
Add local search components for real-valued multi-objective optimisation,
enabling hybrid evolutionary + local search strategies.
moeo/src/selection/moeoBestUnvisitedSelect.h— selection operatorthat picks unvisited individuals, with optional Pareto-dominance exclusion
filtering.
moeo/src/explorer/moeoRealVectorNeighborhoodExplorer.h— neighborhoodexplorer for continuous decision spaces with geometric scaling along
improving directions.
moeo/src/algo/moeoUnifiedDominanceBasedLS_Real.h— archive-baseddominance local search algorithm combining the above components.
moeo/src/moeo— includes for the three new headers.Dependencies
moRealVectorNeighborused by the neighborhood explorerfinalize()lifecycle hookOnce those are merged, this branch can be rebased to drop the dependency
commits.