Teaching Assistant

­Sµn³Í, 945402017@cc.ncu.edu.tw
§õ²Q¼ü, 965202104@cc.ncu.edu.tw

TextBook

• Preliminary (download slides)
• Part I: Unconstrained Optimization
  • Chapter 6: Basics of Set-Constrained and Unconstrained Optimization
  • Chapter 7: One-dimensional Search Methods
  • Chapter 8-9: Gradient Methods&Newton's Methods
  • Chapter 10: Conjugate Direction Methods
  • Chapter 13: Neural Networks
  • Chapter 15: Linear Programming
• Part II: Linear Constrained Optimization
  • Chapter 16: SIMPLEX METHOD
  • Chapter 17: DUALITY
  • Chapter 18: NONSIMPLEX METHODS
• Part III: Nonlinear Constrained Optimization
  • Chapter 19: PROBLEMS WITH EQUALITY CONSTRAINTS
  • Chapter 20: PROBLEMS WITH INEQUALITY CONSTRAINTS

Homework&solution

• Homework #1¡ASolution #1
• Homework #2¡ASolution #2
• Homework #3¡ASolution #3