Parameter Space Dimension Reduction
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Contents:

  • Installation
  • Tutorial
  • API Documentation
    • Domain
    • Basis
    • Function Class
    • Geometry Tools
    • Samplers
    • Subspace-based Dimension Reduction
    • Coordinate-based Dimension Reduction
    • Local Linear Models
    • Response Surfaces
    • Optimizers
    • Demonstration Functions
Parameter Space Dimension Reduction
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  • API Documentation
  • Edit on GitHub

API DocumentationΒΆ

  • 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
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© Copyright 2018, Jeffrey M. Hokanson Revision 530932a4.

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