Introduction to
Optimization

2022 Lab Workshop on Optimization

Introduction

Solution Methods

Gradient-Based Optimization

Computing Gradients

Gradient-Based Algorithms

Bounds and Constraints

Excel Solver Use Cases

Gradient-Based Optimization Using Python

Introduction to Optix

Solution Paths

High-Dimensional Spaces

Multi-Objective Optimization

Genetic Algorithms