Optimal Control

EE-736

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Course summary

Content


Week 1 of Block Course


Lecture 2: Nonlinear Programming - Part I


Lecture 3: Nonlinear Programming - Part II


Lecture 4: Nonlinear Programming Part III and Introduction to Calculus of Variations


Lecture 5: Calculus of Variations Part II


Lecture 6: Caculus of Variations Part III


Lecture 7: Introduction to Optimal Control


Week 1 of Block Course


Lecture 9: Numerical Optimal Control


Week 2 of Block Course


Lecture 10: Numerical Optimal Control & Variational Approach to OC


Lecture 11: Pontryagin's Maximum Principle


Lecture 12: Primer on DAEs and Singular Optimal Control Problems


Lecture 13: Indirect Solution Methods, PMP for State-Constrained OCPs


Lecture 14: Wrap up and Research Outlook