The FA–SAA Algorithm for CVaR Optimization

Keyphrases

• Optimization Problem 100%
• Conditional Value at Risk 100%
• Risk Optimization 100%
• Machine Learning Techniques 50%
• Numerical Results 50%
• Approximation Methods 50%
• Two-level 50%
• Convergence Rate 50%
• Linear Programming Problem 50%
• Risk Measures 50%
• OP-1 50%
• Function Approximation 50%
• Unified Algorithm 50%
• Financial Instruments 50%
• Sample Average Approximation 50%
• Repricing 50%

Computer Science

• Optimization Problem 100%
• Value at Risk 100%
• Approximation (Algorithm) 50%
• Linear Programming Problem 50%
• Function Approximation 50%
• Convergence Rate 50%
• Machine Learning 50%
• Learning System 50%

Mathematics

• Conditional Value At Risk 100%
• Outer Level 100%
• Risk Measure 50%
• Sample Average 50%
• Approximation Method 50%
• Linear Programming Problem 50%
• Rate of Convergence 50%