Anto01 be3b9ee5d5 feat: Add complete optimization runner pipeline ...

Implement core optimization engine with:
- OptimizationRunner class with Optuna integration
- NXParameterUpdater for updating .prt file expressions
- Result extractor wrappers for OP2 files
- Complete end-to-end example workflow

Features:
- runner.py: Main optimization loop, multi-objective support, constraint handling
- nx_updater.py: Binary .prt file parameter updates (tested successfully)
- extractors.py: Wrappers for mass/stress/displacement extraction
- run_optimization.py: Complete example showing full workflow

NX Updater tested with bracket example:
- Successfully found 4 expressions (support_angle, tip_thickness, p3, support_blend_radius)
- Updated support_angle 30.0 -> 33.0 and verified

Next steps:
- Install pyNastran for OP2 extraction
- Integrate NX solver execution
- Replace dummy extractors with real OP2 readers

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

2025-11-15 10:29:33 -05:00

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