Add to ORKGAbstract. JuMP is an open-source modeling language that allows users to express a wide range of optimization problems (linear, mixed-integer, quadratic, conic-quadratic, and nonlinear) in a high-level, algebraic syntax. JuMP takes advantage of advanced features of the Julia programming language to achieve performance on par with commercial modeling tools. In this work we will provide benchmarks, present the novel aspects of the implementation, and discuss how JuMP can be extended to new problem classes and composed with state-of-the-art tools for visualization and interactivity
The Modelica language, targeted at modeling of complex physical systems, has gained increased attent...
Abstract Distributed computing technologies such as Web Services are growing rapidly in importance i...
Refactoring to use the new extensive design of JuMP: Leverage the parse/build/add pipeline to exten...
This talk presents the optimization interface MathOptInterface (MOI), an abstraction layer that repl...
In this paper we present BilevelJuMP, a new Julia package to support bilevel optimization within the...
The access to advanced optimization software needs more and more sophisticated modeling tools. Optim...
The version 0.19 of JuMP based on MathOptInterface (MOI) was designed to be extended in a natural wa...
Optim provides a range of optimization capabilities written in the Julia programming language (Bezan...
International audienceConstraint programming is a modelling paradigm that has proved to be extremely...
The state of numerical computing is currently characterized by a divide between highly efficient yet...
Polynomial and moment optimization problems are infinite dimensional optimization problems that can ...
In this article, we present a new open-source tool for algebraic modeling and mathematical optimizat...
In this article, we present a new open-source tool for algebraic modeling and mathematical optimizat...
Optimization is becoming a standard methodology in many engineering disciplines to improve products ...
This paper reports a new Modelica-based open source project entitled JModelica.org, targeted towards...
The Modelica language, targeted at modeling of complex physical systems, has gained increased attent...
Abstract Distributed computing technologies such as Web Services are growing rapidly in importance i...
Refactoring to use the new extensive design of JuMP: Leverage the parse/build/add pipeline to exten...
This talk presents the optimization interface MathOptInterface (MOI), an abstraction layer that repl...
In this paper we present BilevelJuMP, a new Julia package to support bilevel optimization within the...
The access to advanced optimization software needs more and more sophisticated modeling tools. Optim...
The version 0.19 of JuMP based on MathOptInterface (MOI) was designed to be extended in a natural wa...
Optim provides a range of optimization capabilities written in the Julia programming language (Bezan...
International audienceConstraint programming is a modelling paradigm that has proved to be extremely...
The state of numerical computing is currently characterized by a divide between highly efficient yet...
Polynomial and moment optimization problems are infinite dimensional optimization problems that can ...
In this article, we present a new open-source tool for algebraic modeling and mathematical optimizat...
In this article, we present a new open-source tool for algebraic modeling and mathematical optimizat...
Optimization is becoming a standard methodology in many engineering disciplines to improve products ...
This paper reports a new Modelica-based open source project entitled JModelica.org, targeted towards...
The Modelica language, targeted at modeling of complex physical systems, has gained increased attent...
Abstract Distributed computing technologies such as Web Services are growing rapidly in importance i...
Refactoring to use the new extensive design of JuMP: Leverage the parse/build/add pipeline to exten...