JuMP 1.0: recent improvements to a modeling language for mathematical optimization

被引：83
|
作者：
Lubin, Miles
Dowson, Oscar
Garcia, Joaquim Dias [1 ]
Huchette, Joey [2 ]
Legat, Benoit [3 ]
Vielma, Juan Pablo [2 ]
机构：
[1] PSR, Rio De Janeiro, Brazil
[2] Google Res, Cambridge, MA USA
[3] Katholieke Univ Leuven, Leuven, Belgium
来源：
MATHEMATICAL PROGRAMMING COMPUTATION | 2023年 / 15卷 / 03期
基金：
美国国家科学基金会;
关键词：
JuMP; Julia; Algebraic modeling language;
D O I：
10.1007/s12532-023-00239-3
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
JuMP is an algebraic modeling language embedded in the Julia programming language. JuMP allows users to model optimization problems of a variety of kinds, including linear programming, integer programming, conic optimization, semidefinite programming, and nonlinear programming, and handles the low-level details of communicating with solvers. After nearly 10 years in development, JuMP 1.0 was released in March, 2022. In this short communication, we highlight the improvements to JuMP from recent releases up to and including 1.0.
引用
收藏
页码：581 / 589
页数：9
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