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Optimisation - An Introduction: Professor Coralia Cartis, University of Oxford

Optimisation - An Introduction: Professor Coralia Cartis, University of Oxford

Alan Turing Institute via YouTube Direct link

Second Derivatives

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Second Derivatives

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Optimisation - An Introduction: Professor Coralia Cartis, University of Oxford

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  1. 1 Introduction
  2. 2 Minimizers
  3. 3 Derivatives
  4. 4 Second Derivatives
  5. 5 Quadratic functions
  6. 6 Methods
  7. 7 Linear convergence
  8. 8 Exact line search
  9. 9 Quadratic steps
  10. 10 Armijo condition
  11. 11 Direction
  12. 12 Theorem
  13. 13 Gradient method
  14. 14 steepest descent
  15. 15 scaling steepest descent
  16. 16 line search

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