Learn · Surrogates and Approximations in Engineering Design

Lecture 13 of 19Week 3

Radial basis function - 2

Prof. Palaniappaan Ramu · IIT Madras

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Surrogates and Approximations in Engineering Design, IIT Madras (at NPTEL)
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
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All the lectures

  1. Overview and Motivation of Course Video
  2. Basic Optimization Problem Formulation Video
  3. Problem Formulation Example Video
  4. Calculus related to Optimization Video
  5. The big picture - Overview Video
  6. Introduction to DOE - 1 Video
  7. Introduction to DOE - 2 Video
  8. Types of DOE - 1 Video
  9. Types of DOE - 2 and some examples Video
  10. Introduction to surrogate modeling Video
  11. Types of surrogate - Polynomial models Video
  12. Radial basis function - 1 Video
  13. Radial basis function - 2 Video
  14. Kriging - 1 Video
  15. Kriging - 2 Video
  16. Metamodels for Safe and Efficient Automotive Structures Video
  17. Exploration and Exploitation in Surrogates Video
  18. Errors Based Exploration Video
  19. Ensemble of Surrogates Video