{ "instance_id": "knapsack_medium_s123", "problem_type": "knapsack", "size": "medium", "winner": "cp_sat", "oracle_solver": "cp_sat", "selector_accuracy": true, "par10_score": 0.073, "oracle_regret": 0.0, "results": [ { "solver_id": "cp_sat", "solver_config": { "time_limit_sec": 10.0, "num_search_workers": 4, "presolve": true, "search_branching": "automatic", "heuristic_frequency": 0.5 }, "instance_id": "knapsack_medium_s123", "problem_type": "knapsack", "metrics": { "runtime_sec": 0.0218, "optimality_gap_pct": 0, "feasible": true, "time_to_first_feasible_sec": 0.0076, "best_bound": 919.08, "gap_improvement_rate": 0.15, "search_speed": 1374.68, "objective_value": 1118.0, "status": "OPTIMAL", "memory_mb": 0.03, "nodes": 0 }, "solution": {} }, { "solver_id": "highs", "solver_config": { "time_limit_sec": 10.0, "presolve": "on", "threads": 4, "mip_rel_gap": 0.01, "cut_strategy": "automatic" }, "instance_id": "knapsack_medium_s123", "problem_type": "knapsack", "metrics": { "runtime_sec": 0.08, "optimality_gap_pct": 2.06, "feasible": true, "time_to_first_feasible_sec": 0.0211, "best_bound": 909.6135, "gap_improvement_rate": 0.206, "search_speed": 375.0, "objective_value": 915.8632, "status": "FEASIBLE", "memory_mb": 12.06, "nodes": 83 }, "solution": {} }, { "solver_id": "cbc", "solver_config": { "time_limit_sec": 10.0, "presolve": "on", "cuts": "on", "heuristics": "on", "threads": 2 }, "instance_id": "knapsack_medium_s123", "problem_type": "knapsack", "metrics": { "runtime_sec": 0.08, "optimality_gap_pct": 2.3, "feasible": true, "time_to_first_feasible_sec": 0.0216, "best_bound": 908.5106, "gap_improvement_rate": 0.23, "search_speed": 375.0, "objective_value": 914.4846, "status": "FEASIBLE", "memory_mb": 12.06, "nodes": 81 }, "solution": {} }, { "solver_id": "scip", "solver_config": { "time_limit_sec": 10.0, "presolving": true, "separating": true, "heuristics": true, "threads": 4 }, "instance_id": "knapsack_medium_s123", "problem_type": "knapsack", "metrics": { "runtime_sec": 0.08, "optimality_gap_pct": 1.98, "feasible": true, "time_to_first_feasible_sec": 0.021, "best_bound": 909.9811, "gap_improvement_rate": 0.198, "search_speed": 375.0, "objective_value": 916.3228, "status": "FEASIBLE", "memory_mb": 12.06, "nodes": 84 }, "solution": {} }, { "solver_id": "glpk", "solver_config": { "time_limit_sec": 10.0, "presolve": true, "mip_gap": 0.02 }, "instance_id": "knapsack_medium_s123", "problem_type": "knapsack", "metrics": { "runtime_sec": 0.08, "optimality_gap_pct": 3.74, "feasible": true, "time_to_first_feasible_sec": 0.0245, "best_bound": 901.8932, "gap_improvement_rate": 0.374, "search_speed": 375.0, "objective_value": 906.2129, "status": "FEASIBLE", "memory_mb": 12.06, "nodes": 64 }, "solution": {} }, { "solver_id": "gurobi", "solver_config": { "time_limit_sec": 10.0, "Presolve": 2, "MIPFocus": 1, "Heuristics": 0.25, "Threads": 4 }, "instance_id": "knapsack_medium_s123", "problem_type": "knapsack", "metrics": { "runtime_sec": 0.08, "optimality_gap_pct": 1.66, "feasible": true, "time_to_first_feasible_sec": 0.0203, "best_bound": 911.4516, "gap_improvement_rate": 0.166, "search_speed": 375.0, "objective_value": 918.1609, "status": "FEASIBLE", "memory_mb": 12.06, "nodes": 88 }, "solution": {} }, { "solver_id": "minizinc", "solver_config": { "time_limit_sec": 10.0, "solver": "chuffed", "neighborhood_size": 12 }, "instance_id": "knapsack_medium_s123", "problem_type": "knapsack", "metrics": { "runtime_sec": 0.08, "optimality_gap_pct": 3.9, "feasible": true, "time_to_first_feasible_sec": 0.0248, "best_bound": 901.1579, "gap_improvement_rate": 0.39, "search_speed": 375.0, "objective_value": 905.2938, "status": "FEASIBLE", "memory_mb": 12.06, "nodes": 63 }, "solution": {} }, { "solver_id": "alns", "solver_config": { "time_limit_sec": 10.0, "neighborhood_size": 24, "destroy_pct": 0.3, "initial_solution": "greedy" }, "instance_id": "knapsack_medium_s123", "problem_type": "knapsack", "metrics": { "runtime_sec": 0.08, "optimality_gap_pct": 4.7, "feasible": true, "time_to_first_feasible_sec": 0.0264, "best_bound": 897.4816, "gap_improvement_rate": 0.47, "search_speed": 375.0, "objective_value": 900.6984, "status": "FEASIBLE", "memory_mb": 12.06, "nodes": 54 }, "solution": {} } ], "instance_features": { "general": { "n_variables": 30, "n_constraints": 1, "pct_binary": 1.0, "pct_integer": 1.0, "sparsity": 0.0, "coefficient_range": 95, "constraint_tightness": 1.5025 }, "graph": { "graph_density": 0.0, "clustering_coefficient": 0.0, "avg_degree": 0.0, "connected_components": 1, "treewidth_approx": 1.0 }, "problem": { "n_machines": 0, "n_jobs": 30, "capacity_utilization": 3.005, "customer_clustering": 0.0, "demand_variance": 0.0, "time_window_tightness": 0.0 } } }