Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation

Mathematics

• Dual Method 60%
• Gradient 58%
• Gradient Method 51%
• Lagrange multipliers 31%
• Trade-offs 31%
• Costs 22%
• Historical Data 21%
• Stochastic Optimization 18%
• Learning 13%
• Optimization 11%
• Evaluation 11%
• Strategy 10%
• Iteration 9%

Engineering & Materials Science

• Resource allocation 64%
• Lagrange multipliers 60%
• Explosions 23%
• Costs 19%