发表机构
University of Copenhagen(哥本哈根大学)
机构由 AI 辅助整理,请以论文原文为准。AI 中文总结
该研究推出Rust语言的数值优化库Basin,可统一表述并求解数值优化问题,具备丰富求解器及约束支持,适用于多学科模型拟合、ML训练等场景。
AI 中文摘要
Basin是面向Rust编程语言的数值优化库。数值优化是寻找使函数最小化的输入的任务,是各学科的基础要素,包括将模型拟合到数据、校准模拟、训练机器学习模型或选择最小化成本的工程参数。Basin为用户提供了统一的方式来表述和解决此类问题,拥有广泛的求解器目录,并对约束提供一流支持。
英文摘要
Basin is a numerical optimization library for the Rust programming language. Numerical optimization is the task of finding the inputs that minimize a function, and it is a fundamental element across the sciences: fitting a model to data, calibrating a simulation, training a machine learning model, or choosing engineering parameters that minimize cost. Basin gives users a single, consistent way to both state and solve such problems, with a broad catalog of solvers and first-class support for constraints.