Solvers
Major Component Overview
Modeling Tools
Solvers
Data Sources
An overview of the modern optimization toolchain typically deployed in commercial applications: data sources, glue languages, modeling langs/tools, solvers and optional user interfaces.
Model + Solver
Algebraic Modeling Languages
Solvers
Speed
AMPL
PYOMO
GAMS
CPLEX
Gurobi
HiGHS
A close look at large-scale optimization modeling tools and languages, and linear and nonlinear solvers.
Predictions: Opt Tools, Skills and Apps beyond 2024
Predictions
Solvers
Modeling Tools
My perspective on the markets for optimization products, services and skills in 2024 and beyond. I address developers, students, tool buyers and vendors in light of the current AI explosion.