Multi-Model Affine Abstraction of Nonlinear Systems with Model Discrimination Guarantees

Mathematics

• Model Discrimination 100%
• Multi-model 98%
• Abstraction 71%
• Nonlinear Systems 52%
• Robust Optimization 29%
• Multiple Models 27%
• Leverage 27%
• Model Reduction 26%
• Optimization Techniques 25%
• Change of Variables 24%
• Approximation Error 23%
• Efficacy 23%
• Linear Program 22%
• Uncertainty 18%
• Mesh 17%
• Optimization 16%
• Sufficient 16%
• Optimization Problem 15%
• Numerical Examples 13%

Business & Economics

• Affine Model 97%
• Nonlinear Systems 89%
• Discrimination 59%
• Guarantee 52%
• Approximation Error 32%
• Robust Optimization 27%
• Optimization Techniques 26%
• Linear Program 25%
• Efficacy 20%
• Optimization Problem 20%
• Leverage 17%
• Uncertainty 12%

Engineering & Materials Science

• Nonlinear systems 55%
• Uncertainty 10%