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What is Solver SDK?

Easily integrate optimization and simulation models into your desktop, web, or mobile applications by leveraging consistent high-level objects such as Problem, Solver, Variable, and Function, along with their collections, properties, and methods that span multiple programming languages. This consistency is enhanced by a standardized object-oriented API that clients can access remotely through Web Services WS-* standards, catering to languages like PHP, JavaScript, and C#. Moreover, procedural languages can conveniently execute traditional calls that align well with the object-oriented API's properties and methods. The array of optimization techniques offered includes linear and quadratic programming, mixed-integer programming, smooth nonlinear optimization, as well as global optimization and non-smooth evolutionary and tabu search techniques. In addition, you can seamlessly incorporate top-notch optimization tools from Gurobiâ„¢, XPRESSâ„¢, and MOSEKâ„¢ for linear, quadratic, and conic models, as well as KNITROâ„¢, SQP, and GRG methods for addressing nonlinear challenges, all within the Solver SDK framework. The ability to generate a sparse DoubleMatrix object with an impressive scale of 1 million rows and columns simplifies the management of extensive datasets. This adaptability in creating and optimizing complex problems empowers developers to craft solutions that are not only efficient but also finely tuned to the unique requirements of their applications, thereby enhancing overall productivity.

What is Artelys Knitro?

Artelys Knitro is recognized as an exceptional solver specifically designed for complex nonlinear optimization problems, offering a wide range of advanced algorithms and features to address challenging issues across various industries. The solver includes four state-of-the-art algorithms: two interior-point/barrier methods and two active-set/sequential quadratic programming methods, ensuring effective and dependable solutions to a multitude of optimization challenges. In addition, Knitro encompasses three unique algorithms focused on mixed-integer nonlinear programming, which employ heuristics, cutting planes, and branching strategies to effectively handle discrete variables. A key highlight of the solver is its parallel multi-start functionality, which aids in achieving global optimization, alongside automated and parallel tuning of options that optimize performance. Intelligent initialization techniques are also integrated, enabling prompt detection of infeasibility in complex scenarios. Knitro's versatility is further enhanced by its compatibility with various interfaces, including object-oriented APIs for popular programming languages such as C++, C#, Java, and Python, making it readily accessible for developers. In essence, the development of Knitro underscores a dedication to delivering robust solutions tailored to the intricacies of contemporary optimization challenges, while constantly evolving to meet the demands of its users.

Media

Media

Integrations Supported

Integrations Supported

AIMMS
AMPL
C#
C++
GAMS
Java
Julia
MATLAB
Microsoft Excel
Python
R

API Availability

API Availability

Has API

Pricing Information

$2495 one-time payment

Pricing Information

Pricing not provided

Supported Platforms

SaaS
Windows

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub
Online Training
On-Site Training

Company Facts

Organization Name

Frontline Systems

Company Website

www.solver.com/solver-sdk-platform

Company Facts

Organization Name

Artelys

Date Founded

2000

Company Location

France

Company Website

www.artelys.com/solvers/knitro/

Categories and Features

IT Risk Management

Not specified

Risk Management

Not specified

Simulation

3D Modeling
Agent-Based Modeling
Industry Specific Database
Monte Carlo Simulation
Presentation Tools
Stochastic Modeling
Turbulence Modeling

Categories and Features

AI Math Solvers

Not specified

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