CS 361: Engineering Design Optimization

Stanford course with 11 lecture notes.

Lecture Timeline

• 2024-04-02 — SU-CS361 APR022024
• 2024-04-04 — SU-CS361 APR042024
• 2024-04-09 — SU-CS361 APR092024
• 2024-04-11 — SU-CS361 APR112024
• 2024-04-16 — SU-CS361 APR162024
• 2024-04-18 — SU-CS361 APR182024
• 2024-04-25 — SU-CS361 APR252024
• 2024-04-30 — SU-CS361 APR302024
• 2024-05-02 — SU-CS361 MAY022024
• 2024-05-07 — SU-CS361 MAY072024
• 2024-05-09 — SU-CS361 MAY092024

Key Topics Referenced

• Automatic Differentiation
• Broyden Fletcher Goldfarb Shanno Bfgs
• Complementary Slackness
• Confidence Interval
• Cross Entropy Method
• Davidson Fletcher Powell Dfp
• Function
• Gaussian Distribution
• Gradient Descent
• Lagrangian Mechanics
• Limited Memory Bfgs
• Linear Constraint Optimization
• Local Policy Search
• Newton S Method
• Null Space
• Simulated Annealing
• Uncertainty
• Unimodal