JuMP 1.0: recent improvements to a modeling language for mathematical optimization
نویسندگان
چکیده
JuMP is an algebraic modeling language embedded in the Julia programming language. allows users to model optimization problems of a variety kinds, including linear programming, integer conic optimization, semidefinite and nonlinear handles low-level details communicating with solvers. After nearly 10 years development, 1.0 was released March, 2022. In this short communication, we highlight improvements from recent releases up 1.0.
منابع مشابه
JuMP: A Modeling Language for Mathematical Optimization
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 f...
متن کاملHelios: a Mathematical Modeling Language for Newton Helios: a Mathematical Modeling Language for Newton
Numerous applications in science and engineering requires nonlinear constraint solving and optimization over real numbers. Helios is a mathematical modeling language designed to express these applications in a form close to traditional statements displayed in scientiic papers and textbooks. Helios is compiled into Newton, a constraint logic programming language over nonlinear constraints which ...
متن کاملa synchronic and diachronic approach to the change route of address terms in the two recent centuries of persian language
terms of address as an important linguistics items provide valuable information about the interlocutors, their relationship and their circumstances. this study was done to investigate the change route of persian address terms in the two recent centuries including three historical periods of qajar, pahlavi and after the islamic revolution. data were extracted from a corpus consisting 24 novels w...
15 صفحه اولImprovements in Stochastic Language Modeling
We describe two attempt to improve our stochastic language models. In the first, we identify a systematic overestimation in the traditional backoff model, and use statisticalreasoning to correct it. Our modification results in up to 6% reduction in the perplexity of various tasks. Although the improvement is modest, it is achieved with hardly any increasein the complexity of the model. Both ana...
متن کاملMATHEMATICAL MODELING AND PERFORMANCE OPTIMIZATION FOR THE DIGESTING SYSTEM OF A PAPER PLANT
This paper deals with the mathematical modeling and performance optimization for the Digesting system of a Paper Plant using Genetic Algorithm. The Digesting system of a Paper Plant has four main subsystems, arranged in series and parallel. Considering exponential distribution for the probable failures and repairs, the mathematical formulation of the problem is done using probabilistic approach...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Mathematical Programming Computation
سال: 2023
ISSN: ['1867-2957', '1867-2949']
DOI: https://doi.org/10.1007/s12532-023-00239-3