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>
45 lines
1.3 KiB
JSON
45 lines
1.3 KiB
JSON
{
|
|
"study_name": "bracket_stiffness_optimization_V2",
|
|
"optimizer": "Protocol 10 - Intelligent Multi-Strategy",
|
|
"n_trials": 30,
|
|
"completed_trials": 30,
|
|
"feasible_trials": 30,
|
|
"infeasible_trials": 0,
|
|
"pruned_trials": 0,
|
|
"failed_trials": 0,
|
|
"elapsed_seconds": 434.682016,
|
|
"pareto_front_all": 20,
|
|
"pareto_front_feasible": 20,
|
|
"best_solution": {
|
|
"best_params": {
|
|
"support_angle": 51.35737604370232,
|
|
"tip_thickness": 32.57376564160467
|
|
},
|
|
"best_value": [
|
|
-10570.444122105115,
|
|
0.10978219259872178
|
|
],
|
|
"best_trial": 1,
|
|
"is_multi_objective": true,
|
|
"pareto_front_size": 20,
|
|
"total_trials": 30,
|
|
"final_strategy": "random",
|
|
"landscape_analysis": {
|
|
"ready": false,
|
|
"total_trials": 30,
|
|
"message": "Landscape analysis not supported for multi-objective optimization"
|
|
},
|
|
"strategy_recommendation": {
|
|
"confidence": 1.0,
|
|
"reasoning": "Insufficient data (30 trials) - using random exploration for landscape characterization",
|
|
"sampler_config": {
|
|
"type": "RandomSampler",
|
|
"params": {}
|
|
}
|
|
},
|
|
"transition_history": [],
|
|
"strategy_performance": {},
|
|
"protocol_used": "Protocol 10: Intelligent Multi-Strategy Optimization"
|
|
},
|
|
"timestamp": "2025-11-21T15:27:28.910034"
|
|
} |