Key Concepts

This section explains the fundamental concepts in rlaopt. Understanding these concepts will help you effectively use the library to build and solve optimization problems.

• Expressions
  • Core Expression Types
  • Building Expressions
  • Expression Properties
  • Operator Overloading
• Atoms
  • What are Atoms?
  • Available Atoms
  • Using Atoms in Objectives
  • Atom Properties
• Solvers
  • Available Solvers
  • Choosing a Solver
  • Solver Configuration
  • Stopping Criteria
• Optimization Workflow
  • Step 1: Define Variables
  • Step 2: Build the Objective
  • Step 3: Choose a Solver
  • Step 4: Solve
  • Complete Example
  • Tips

Expressions

The Expressions page explains how to create and manipulate symbolic expressions, which form the building blocks of optimization problems in rlaopt.

Atoms

The Atoms page describes optimization atoms, which are pre-built mathematical functions that can be used in optimization objectives and constraints.

Solvers

The Solvers page covers the available optimization solvers and how to choose the right solver for your problem.

Workflow

The Optimization Workflow page provides a step-by-step guide to building and solving optimization problems with rlaopt.