flopt: A flexible modeler for optimization problems

flopt is a modeling tool for optimization problems such as LP, QP, Ising, QUBO, etc. flopt provides various functions for flexible and easy modeling. Users can also solve modeled problems with several solvers to obtain optimal or good solutions.

Key Features

flopt has functionalities as follows:

• Intuitive user interface and flexible mathematical expression supporting nonlinear, linear, polynomial, and black box functions

  • Modeling and Solving

  • Expression Examples

• Automatic linearization of variable products and conversion to equation or inequation standard form of linear programming models

  • linearize

  • Linear Programmnig (LP)

• Function to convert to other problem representation formats (e.g., from ising model to quadratic programming)

  • Conversion Graph

• Problem estimation and automatic solver selection functions.

  • Estimation of Problem type

  • Solver Selector

Contents:

• Installation
• Tutorial
• Case Studies
• Solvers
• API Reference
• Internal Reference
• Recipes

Indices and tables

• Index

• Module Index

• Search Page