Design Optimization

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Design Optimization

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Course Information

  • Overview
  • Syllabus
  • Schedule
  • Book Chapters 📒
  • Info Sheet
  • Expectations
  • Competencies
  • Optimization Software
  • YouTube Playlist

Homework

  • Optimization Basics
  • Optimize with Python
  • Tubular Column
  • Two Bar Truss
  • Step Cone Pulley
  • Beam Column
  • Crane Hook
  • Rocket Launch
  • Spring Design
  • Heat Integration
  • Slurry Pipeline
  • Oxygen Furance
  • Quasi-Newton Methods
  • Discrete Design
  • Simulated Annealing
  • KKT Conditions
  • Interior Point Method

Projects

  • Application Project
  • Solver Project

Activities

  • 1-MATLAB and Python
  • 2-Equation Residuals
  • 3-Financial Objectives
  • 4-Parallel Computing
  • 5-Advanced Programming
  • 6-Logical Conditions
  • 7-Simulated Annealing
  • 8-Climate Control
  • 9-Dynamic Estimation
  • 10-Vapor Liquid Equilibrium
  • 11-Ethyl Acetate Kinetics
  • 12-Dye Fading Kinetics
  • 13-Linear Regression
  • 14-Nonlinear Regression
  • 15-Knapsack Optimization
  • 16-Schedule Optimization
  • 17-Global Optimization
  • 18-Nonlinear Pricing

Lecture Notes

  • Optimization Introduction
  • Mathematical Modeling
  • Unconstrained Optimization
  • Discrete Optimization
  • Genetic Algorithms
  • Constrained Optimization
  • Robust Optimization
  • Dynamic Optimization

Extra Content

  • Box Folding
  • Circle Challenge
  • Linear Programming
  • Minimax or Maximin
  • Slack Variables

Related Courses

  • 🎓 Begin Python
  • 🎓 Begin Matlab
  • 🎓 Begin Java
  • 🎓 Engineering Computing
  • 🎓 Data Science
  • 🎓 Data-Driven Engineering
  • 🎓 Machine Learning
  • 🎓 Control (MATLAB)
  • 🎓 Control (Python)
  • 🎓 Optimization
  • 🎓 Dynamic Optimization

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Last modified September 29, 2023, at 01:20 AM