.png){kind=icon}
返回
JuMP: A Modeling Language for Mathematical Optimization
.png){kind=icon}
OA
AI
DOI：10.1137/15M1020575.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
JuMP is an open-source modeling language that allows users to express a wide range of optimization problems (linear, mixed-integer, quadratic, conic-quadratic, semidefinite, and nonlinear) in a high-level, algebraic syntax. JuMP takes advantage of advanced features of the Julia programming language to offer unique functionality while achieving performance on par with commercial modeling tools for standard tasks. 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.
Keyword:
algebraic modeling languages
automatic differentiation
scientific computing
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
6.1
论文数:
888
被引数:
1.2W
机构
暂无机构信息
引用论文
分享收藏Chance-Constrained Optimal Power Flow: Risk-Aware Network Control under Uncertainty.png)
SIAM REVIEWOAAI
SIAM REVIEWIF6.1
OAAI分享收藏Introduction to Automatic Differentiation and MATLAB Object-Oriented ProgrammingSIAM REVIEW
SIAM REVIEWIF6.1
PREAI
分享收藏
分享收藏
查看更多内容