IPOPT Insights

What is IPOPT?

IPOPT (Interior Point OPTimizer) is a software package for large-scale nonlinear optimization. It is designed to find (local) solutions of mathematical optimization problems that satisfy nonlinear constraints and feature nonlinear objective functions. IPOPT is commonly used in various applications like chemical process optimization, optimal control, and parameter estimation.

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What other technologies are related to IPOPT?

IPOPT Competitor Technologies

CPLEX

CPLEX is a commercial optimization solver that competes with IPOPT in solving mathematical optimization problems, including linear programming, mixed-integer programming, and quadratic programming. While IPOPT focuses on nonlinear programming, their domains overlap.

mentioned alongside IPOPT in 2% (52) of relevant job posts

Gurobi

Gurobi is a commercial optimization solver that, similar to CPLEX, competes with IPOPT, particularly in areas where nonlinear capabilities are needed or being considered. Gurobi also covers linear, quadratic, and mixed-integer programming.

mentioned alongside IPOPT in 1% (69) of relevant job posts

IPOPT Complementary Technologies

C++

IPOPT is written in C++ and often used within C++ projects. C++ can be used to develop applications that call IPOPT as a solver.

mentioned alongside IPOPT in 0% (78) of relevant job posts

Python

IPOPT has a Python interface, allowing users to access its functionality from Python scripts and applications. This makes it easier to integrate IPOPT into various workflows and use it with other Python libraries.

mentioned alongside IPOPT in 0% (135) of relevant job posts