API Documentation

• Domain
  • Design Considerations
  • Abstract Base Class
  • Deterministic Domains
  • Random Domains
  • Tensor Product Domain
  • Domain Operations
• Basis
  • Tensor Product Bases of Bounded Total Degree
    • Abstract Base Class
    • Specific Bases
• Function Class
  • Design Considerations
  • Function Class API
• Geometry Tools
• Samplers
  • High Level Interface
  • Low Level Functions
• Subspace-based Dimension Reduction
  • Active Subspace
  • Outer Product Gradient
  • Lipschitz Matrix
• Coordinate-based Dimension Reduction
  • Diagonal Lipschitz Matrix
• Local Linear Models
• Response Surfaces
  • Polynomial Ridge Function
    • Polynomial Ridge Approximation
    • Polynomial Ridge Bound
  • Gaussian Process Model
• Optimizers
  • High-Level Optimization
    • Ridge-based Surrogate Optimization
  • Low-Level Optimization
    • Gauss-Newton
    • Line Search
    • Minimax
• Demonstration Functions
  • Formula-based Test Functions
    • Borehole Function
    • Golinski Gearbox
    • Nowacki Beam
    • OTL Circuit Function
    • Piston Function
    • Robot Arm Function
    • Wing Weight Function
  • Model-based Test Functions
    • OpenAeroStruct
    • MULTI-F
    • NACA0012