{ "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" }