CPLEX and AIMMS
Develop and deploy optimization-based apps at high speed with AIMMS as the mathematical programming environment and IBM ILOG CPLEX as the solver.
Easy to use
With AIMMS you can build your apps 10-20X faster compared to Python, R and C++.
Easy to maintain
Get automatic solver updates and remove maintenance headaches.
Easy to collaborate on
Integrate, improve and share your model with ease.
Easy to scale
Scale fast. Deploy apps across the enterprise securely.
AIMMS Development is a toolkit for rapid optimization modeling and app development. It enables data science, operations research and analytics professionals to develop optimization applications for end-users, in order to drive optimal business decisions and outcomes.
AIMMS + CPLEX: The Added Value
> Run different solvers side by side
> Run different solvers in a complex workflow, together
> Run optimization sessions using the solvers in a distributed way, out of the box
> Our solver links are sparse by nature. Their efficiency has been proven by thousands of users.
> Get outstanding support to use the solver in the best possible way
> Automatic solver updates
> Gain flexibility: change solvers when you need to
>Easily build heuristics around the model and use of the solver to speed up solves, sometimes by up to 80%
> Use the unique AIMMS Math Program Inspector and extensive model diagnostic tools to detect and solve problems quickly
> Address model scaling issues with ease
> Deploy quickly and securely
> Use a robust optimization add-on on top of CPLEX when needed
About IBM ILOG CPLEX
IBM ILOG CPLEX is a high-performance optimization solver for linear, mixed-integer and quadratic programming. With the CPLEX solver in AIMMS, you get access to CPLEX’s speed and robustness coupled with a state-of-the-art modeling platform to build and deploy apps 10-20 times faster.
Build and Deploy Optimization-based Apps at Speed
Low code Model Builder
Model any business and research problem that needs solving in an intuitive way that is readable for non-mathematicians. Use common libraries or share custom libraries to standardize and exchange code between models.
Create modern web-based user interfaces while you develop your model using a rich set of interactive charts and UX components to provide a friendly experience for decision maker. No coding required.
A rich set of world class mathematical solvers combined with a strong algorithmic framework help you optimize your decision problems and evaluate the best scenarios under all conditions.
The AIMMS Data Exchange library is your one-stop resource for consuming and providing REST APIs, and mapping data formats in your model.
Save time and effort fixing errors. A set of diagnostic tools, such as a debugger, a profiler, and a one-of-a-kind math program inspector, are right at your disposal.
From inside AIMMS Development, you can package your application and deploy it in one-step for use by decision makers. Apps can be deployed with an interactive UI or as a service to be called through an external API.
AIMMS supports more than 10 different solvers, including:
Supported Mathematical Programming Types
Speed Up Processing Times for Specific Use Cases with ODH-CPLEX
ODH-CPLEX is a solver add-on that makes use of CPLEX and is developed by Optimization Direct. ODH-CPLEX is a high performance solver for Mixed Integer Programming (MIP) and Mixed Integer Quadratic Programming (MIQP/MIQCP) problems. The solver is designed to run on modern multiprocessor machines. Its engine exploits many cores by breaking complex models into sub-models, and solving them into parallel threads. In some cases, it’s been found to improve model performance by 50-100%, over the standard use of CPLEX.
An Overview of the ODH-CPLEX Solver in the AIMMS Prescriptive Analytics Platform
Low Code Optimization App Development
How AIMMS enables you to develop and deploy optimization-based apps at speed.