Index A | B | C | D | E | F | G | H | I | J | L | M | N | P | R | S | T | U | W | Z A age_head (Agent attribute) Agent (class in agent_urban_planning) agent_id (Agent attribute) (AgentResult attribute) AgentPopulation (class in agent_urban_planning) AgentResult (class in agent_urban_planning) agglomeration_trajectory (MarketResult attribute) AhlfeldtABMEngine (class in agent_urban_planning) AhlfeldtArgmaxHybridEngine (class in agent_urban_planning) AhlfeldtHierarchicalLLMEngine (class in agent_urban_planning) AhlfeldtMarket (class in agent_urban_planning) AhlfeldtUtilityEngine (class in agent_urban_planning) allocations (MarketResult attribute) alpha (PreferenceWeights attribute) amenity_B (MarketResult attribute) (Zone attribute) amenity_fundamental_b (Zone attribute) amenity_score (Zone attribute) apply_policy() (Environment method) arbitrage_gap_by_zone (MarketResult attribute) avg_commute_minutes (WelfareMetrics attribute) avg_utility (WelfareMetrics attribute) B beta (PreferenceWeights attribute) budget_sweep() (SimulationEngine method) C cache_hit_rate (RunMetadata attribute) cache_hits (MarketResult attribute) cache_misses (MarketResult attribute) cached_llm_calls (RunMetadata attribute) car_owner (Agent attribute) clear() (AhlfeldtMarket method) (HousingMarket method) clear_shock_cache() (AhlfeldtUtilityEngine method) cluster_assignments (RunMetadata attribute) cluster_features (RunMetadata attribute) cluster_personas() (AhlfeldtHierarchicalLLMEngine method) clustering_algo (RunMetadata attribute) commercial_floor_area (Zone attribute) commercial_price_diagnostic (MarketResult attribute) commute_minutes (AgentResult attribute) compare_policies() (SimulationEngine method) compute_metrics() (in module agent_urban_planning) converged (MarketResult attribute) converged_agglomeration (MarketResult attribute) converged_floor (MarketResult attribute) converged_labor (MarketResult attribute) convergence_achieved (RunMetadata attribute) convergence_metric (MarketResult attribute) D damping_final (MarketResult attribute) (RunMetadata attribute) damping_final_wage (MarketResult attribute) decide() (AhlfeldtUtilityEngine method) (DecisionEngine method) decide_batch() (AhlfeldtABMEngine method) (AhlfeldtArgmaxHybridEngine method) (AhlfeldtHierarchicalLLMEngine method) (AhlfeldtUtilityEngine method) (DecisionEngine method) (HybridDecisionEngine method) (LLMDecisionEngine method) (UtilityEngine method) decision_engine_name (RunMetadata attribute) DecisionEngine (class in agent_urban_planning) delta (PreferenceWeights attribute) demographics (AgentResult attribute) E education (Agent attribute) employment_status (Agent attribute) ensure_clustering() (AhlfeldtHierarchicalLLMEngine method) ensure_elicitation() (AhlfeldtArgmaxHybridEngine method) Environment (class in agent_urban_planning) equilibrium_price (AgentResult attribute) estimated_cost_usd (RunMetadata attribute) eta_wage_used (MarketResult attribute) F facilities (Zone attribute) facility_utilization (WelfareMetrics attribute) filter_agents() (SimulationResults method) floor_price_observed (Zone attribute) from_agent() (AgentResult class method) from_config() (AgentPopulation class method) (Environment class method) from_dict() (RunMetadata class method) (WelfareMetrics class method) from_json() (RunMetadata class method) (SimulationResults class method) from_paths() (SimulationEngine class method) G gamma (PreferenceWeights attribute) get_agent() (SimulationResults method) get_facilities_by_type() (Zone method) get_zone() (Environment method) gini_coefficient (WelfareMetrics attribute) H has_children (Agent attribute) has_elderly (Agent attribute) has_facility_type() (Zone method) history (MarketResult attribute) home_zone (Agent attribute) household_size (Agent attribute) housing_base_price (Zone attribute) housing_supply (Zone attribute) housing_unaffordable_share (WelfareMetrics attribute) HousingMarket (class in agent_urban_planning) HybridDecisionEngine (class in agent_urban_planning) I income (Agent attribute) iterations (MarketResult attribute) J job_density (Zone attribute) job_location (Agent attribute) L llm_concurrency (RunMetadata attribute) llm_failed_calls (RunMetadata attribute) llm_model (RunMetadata attribute) llm_provider (RunMetadata attribute) llm_retry_count (RunMetadata attribute) llm_success_rate (RunMetadata attribute) llm_temperature (RunMetadata attribute) LLMDecisionEngine (class in agent_urban_planning) load() (RunMetadata class method) LocationChoice (class in agent_urban_planning) long_commute_share (WelfareMetrics attribute) M market_converged (WelfareMetrics attribute) market_convergence_metric (WelfareMetrics attribute) market_iterations_actual (RunMetadata attribute) MarketResult (class in agent_urban_planning) max_arbitrage_gap (MarketResult attribute) max_utility (WelfareMetrics attribute) migration_background (Agent attribute) min_utility (WelfareMetrics attribute) mode (UtilityEngine property) N name (Zone attribute) noise (UtilityEngine property) normalized() (PreferenceWeights method) notes (RunMetadata attribute) num_archetypes (RunMetadata attribute) P persona_summary() (in module agent_urban_planning) policy_name (RunMetadata attribute) preferences (Agent attribute) (AgentResult attribute) PreferenceWeights (class in agent_urban_planning) price_elasticity (AhlfeldtUtilityEngine property) price_elasticity_used (MarketResult attribute) (RunMetadata attribute) prices (MarketResult attribute) private_base_price (Zone attribute) private_supply (Zone attribute) productivity_A (MarketResult attribute) (Zone attribute) productivity_fundamental_a (Zone attribute) R realized_utility (AgentResult attribute) rebalance_instruction (LLMDecisionEngine property) residence (LocationChoice attribute) residence_zone (AgentResult attribute) residential_floor_area (Zone attribute) response_format (LLMDecisionEngine property) run() (SimulationEngine method) run_id (RunMetadata attribute) RunMetadata (class in agent_urban_planning) S samples_per_archetype (RunMetadata attribute) save() (RunMetadata method) savings (Agent attribute) scenario_name (RunMetadata attribute) seed (RunMetadata attribute) set_cache() (AhlfeldtUtilityEngine method) (DecisionEngine method) set_current_amenity() (AhlfeldtUtilityEngine method) set_current_productivity() (AhlfeldtUtilityEngine method) set_current_wages() (AhlfeldtUtilityEngine method) set_iteration_callback() (AhlfeldtMarket method) SimulationEngine (class in agent_urban_planning) SimulationResults (class in agent_urban_planning) T tenure (Agent attribute) theta_diagnostic (MarketResult attribute) theta_trajectory (MarketResult attribute) timestamp (RunMetadata attribute) to_dict() (RunMetadata method) (SimulationResults method) (WelfareMetrics method) to_json() (RunMetadata method) (SimulationResults method) (WelfareMetrics method) total_floor_area (Zone attribute) total_input_tokens (MarketResult attribute) (RunMetadata attribute) total_llm_calls (RunMetadata attribute) total_output_tokens (MarketResult attribute) (RunMetadata attribute) travel_time() (Environment method) type_parameters() (AhlfeldtArgmaxHybridEngine method) U update_cache_hit_rate() (RunMetadata method) update_cost() (RunMetadata method) update_llm_success_rate() (RunMetadata method) utility (LocationChoice attribute) utility_vs_baseline (AgentResult attribute) UtilityEngine (class in agent_urban_planning) W wage_observed (Zone attribute) wages (MarketResult attribute) wall_clock_seconds (RunMetadata attribute) weight (Agent attribute) (AgentResult attribute) WelfareMetrics (class in agent_urban_planning) within_cluster_assignment (RunMetadata attribute) workplace (LocationChoice attribute) workplace_zone (AgentResult attribute) Z Zone (class in agent_urban_planning) zone_choice (AgentResult attribute) zone_employment (WelfareMetrics attribute) zone_name (LocationChoice property) zone_names (Environment property) zone_populations (WelfareMetrics attribute) zone_prices (WelfareMetrics attribute) zone_utilities (AgentResult attribute) (LocationChoice attribute) zone_wages (WelfareMetrics attribute) ZoneChoice (class in agent_urban_planning)