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Optimization Comprehensive Exam

Information for Doctoral students taking a comprehensive examination in Optimization Theory.

Topics

  • Review of optimization in R^n
  • Classical problems of the calculus of variations
  • Convex optimization
  • Optimal control theory
  • Proof of the Pontryagin maximum principle
  • Applications
  • Special topics (controllability, bang-bang principle).

Bibliography:

  • E.R. Pinch, Optimal control and the calculus of variations
  • B. Dacorogna, Introduction to the calculus of variations
  • L.C. Evans, An introduction to mathematical optimal control theory
  • V. Barbu, Optimal control of variational inequalities
  • D. Motreanu and N.H. Pavel, Tangency, flow Invariance for differential equations and optimization problems