Convex Optimization
Preface
1 Introduction
2 Convex functions
3 Convex Optimization
4 Linear Programs
- 4.1 Piecewise linear minimization
- 4.2 Chebyshev center of a polyhedron
5 Interior Point Methods
- 5.1 KKT conditions
- 5.2 Logarithmic barrier function and central path
  - 5.2.1 Logarithmic barrier
References
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Convex Optimization Notes

References

Boyd, Stephen, and Lieven Vandenberghe. 2004. “Interior-Point Methods.” In Convex Optimization, 561–630. Cambridge University Press. https://doi.org/10.1017/CBO9780511804441.012.