Software
Powerful solvers and modeling tools that bring optimization problems to life.
Open Source Software
Python library for spatial optimization that integrates nicely with GeoPandas
PySal
Modelling Framework
An open-source Julia package designed for building and solving large-scale, structured optimization problems using a graph-based modeling approach.
PlasmoJL
Modelling Framework
A framework for integer programming and branch-cut-and-price. It allows for total control of the solution process and the access of detailed information of the solver.
SCIP
Solver Suit
JuMP is a modelling language for mathematical optimization, built in the Julia programming language. It is highly expressive and quite performant
JuMP
Modelling Framework
An open-source Python-based tool for formulating, solving, and analyzing mathematical optimization models.
Pyomo
Modelling Framework
OR-Tools is an open source software suite for optimization, tuned for tackling the world's toughest problems in vehicle routing, flows, integer and linear programming, and constraint programming.
Google OR Tools
Solver Suit
Open-source solver (LP, MILP, QP) using parallelization in the linear algebra of simplex method for High-Performance LP solving
Highs
Solver
Best Practices In Implementation
O4A Live - Supply Chain Optimization in the age of AI
Software implementation challenges and success factors
How to transition from Excel to advanced systems (APS)
What is the role of AI/ML in supply chain planning software?