Anto01
a4805947d1
Includes all study folders with NX models for development: - bracket_stiffness_optimization (V1, V2, V3) - drone_gimbal_arm_optimization - simple_beam_optimization - uav_arm_optimization (V1, V2) - training_data_export_test - uav_arm_atomizerfield_test Contains .prt, .fem, .sim files and optimization databases. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
41 lines
1.1 KiB
JSON
41 lines
1.1 KiB
JSON
{
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"study_name": "bracket_stiffness_optimization",
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"optimizer": "Protocol 10 - Intelligent Multi-Strategy",
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"n_trials": 30,
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"completed_trials": 30,
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"feasible_trials": 18,
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"infeasible_trials": 12,
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"pruned_trials": 0,
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"failed_trials": 0,
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"elapsed_seconds": 0.462249,
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"pareto_front_all": 16,
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"pareto_front_feasible": 14,
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"best_solution": {
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"best_params": {
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"support_angle": 65.24559155460827,
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"tip_thickness": 27.09745933355004
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},
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"best_value": [
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-14910.194937824257,
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0.11645991891270796
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],
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"best_trial": 10,
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"is_multi_objective": true,
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"pareto_front_size": 16,
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"total_trials": 30,
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"final_strategy": "random",
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"landscape_analysis": null,
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"strategy_recommendation": {
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"confidence": 1.0,
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"reasoning": "Insufficient data (30 trials) - using random exploration for landscape characterization",
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"sampler_config": {
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"type": "RandomSampler",
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"params": {}
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}
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},
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"transition_history": [],
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"strategy_performance": {},
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"protocol_used": "Protocol 10: Intelligent Multi-Strategy Optimization"
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},
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"timestamp": "2025-11-21T14:51:42.557284"
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} |