================================================================================ MULTI-OBJECTIVE PARETO KNEE POINT ANALYSIS Time - Energy - Environment Optimization ================================================================================ ================================================================================ 1. PARETO DATA RANGE ================================================================================ Completion Time: 101 - 200 years Energy: 15720 - 65177 PJ CO2: 846 - 6393 Mt Elevator Fraction: 54.2% - 100.0% ================================================================================ 2. KNEE POINT DETECTION RESULTS ================================================================================ Max Distance (3D): Completion Time: 101 years Energy: 65177 PJ CO2 Emissions: 6393 Mt Elevator Fraction: 54.2% Rocket Sites Used: 10 Annual CO2: 63.3 Mt/yr Kneedle (Time-CO2): Completion Time: 186 years Energy: 15842 PJ CO2 Emissions: 859 Mt Elevator Fraction: 99.9% Rocket Sites Used: 1 Annual CO2: 4.6 Mt/yr Kneedle (Time-Energy): Completion Time: 186 years Energy: 15842 PJ CO2 Emissions: 859 Mt Elevator Fraction: 99.9% Rocket Sites Used: 1 Annual CO2: 4.6 Mt/yr Second Derivative: Completion Time: 186 years Energy: 15842 PJ CO2 Emissions: 859 Mt Elevator Fraction: 99.9% Rocket Sites Used: 1 Annual CO2: 4.6 Mt/yr Marginal Benefit: Completion Time: 189 years Energy: 15720 PJ CO2 Emissions: 846 Mt Elevator Fraction: 100.0% Rocket Sites Used: 0 Annual CO2: 4.5 Mt/yr Weighted (Time Priority): Completion Time: 186 years Energy: 15842 PJ CO2 Emissions: 859 Mt Elevator Fraction: 99.9% Rocket Sites Used: 1 Annual CO2: 4.6 Mt/yr Consensus (Median): Completion Time: 186 years Energy: 15842 PJ CO2 Emissions: 859 Mt Elevator Fraction: 99.9% Rocket Sites Used: 1 Annual CO2: 4.6 Mt/yr ================================================================================ 3. RECOMMENDED SOLUTION ================================================================================ Based on consensus of multiple knee detection methods: RECOMMENDED CONFIGURATION: ├── Completion Time: 186 years ├── Total Energy: 15842 PJ ├── Total CO2: 859 Mt ├── Elevator Fraction: 99.9% ├── Rocket Sites: 1 (low-latitude priority) ├── Total Fuel: 80.0 Mt ├── Stratospheric H2O: 2.2 Mt └── Annual CO2: 4.6 Mt/yr TRADE-OFF ANALYSIS: ├── vs Min Time (101yr): │ +85 years, │ -5534 Mt CO2 │ └── vs Min CO2 (200yr): -14 years, +14 Mt CO2 ================================================================================ 4. INTERPRETATION ================================================================================ The recommended knee point at 186 years represents the optimal trade-off between: - TIME: Not the fastest, but 85 years longer gives significant benefits - ENERGY: 15842 PJ (moderate consumption) - ENVIRONMENT: 859 Mt CO2 (substantial reduction from max) Key insight: Beyond ~186 years, the marginal environmental benefit of extending timeline decreases significantly. This is the "diminishing returns" point. Recommendation: Target 186-year completion with 100% elevator transport and 1 low-latitude rocket sites. ================================================================================