ECE 595ML Lecture 4.1: Introduction to Optimization - Unconstrained Optimization

By Stanley H. Chan

Electrical and Computer Engineering, Purdue University, West Lafayette, IN

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Abstract

Outline:

  • Unconstrained Optimization
    • First Order Optimality
    • Second Order Optimazation

References

Reading list:

  • Nocedal-Wright, Numerical Optimization. (Chapter 2.1)
  • Boyd-Vandenberghe, Convex Optimization. (Chapter 9.1)

Cite this work

Researchers should cite this work as follows:

  • Stanley H. Chan (2020), "ECE 595ML Lecture 4.1: Introduction to Optimization - Unconstrained Optimization," https://nanohub.org/resources/32212.

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Location

WTHR 200, Purdue University, West Lafayette, IN