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Global Optimization via the Dual SONC Cone and Linear Programming

Global Optimization via the Dual SONC Cone and Linear Programming

Fields Institute via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

Global Optimization via the Dual SONC Cone and Linear Programming

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  1. 1 Introduction
  2. 2 Zignomials
  3. 3 Nonnegativity certificates
  4. 4 Key idea
  5. 5 Introduction to circuit functions
  6. 6 Circuit functions
  7. 7 Nonnegativity
  8. 8 Dual SONC
  9. 9 Checking Membership
  10. 10 Global Optimization
  11. 11 Linear Programming
  12. 12 Numerical Examples
  13. 13 Takehome message
  14. 14 Question
  15. 15 Summary

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