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
JuMP is a modelling language for mathematical optimization, built in the Julia programming language. It is highly expressive and quite performant
JuMP
Modelling Framework
AMPL is a high-performance modelling language for mathematical optimization. It is partially open-source.
Amplpy
Modelling Framework
An open-source Python-based tool for formulating, solving, and analyzing mathematical optimization models.
Pyomo
Modelling Framework
Open-source optimisation solver: Route vehicles, schedule jobs, assign employees etc.
Timefold
Software
Open-source solver (LP, MILP, QP) using parallelization in the linear algebra of simplex method for High-Performance LP solving
Highs
Solver
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
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?