Verified reductions for optimization

arxiv(2023)

引用 1|浏览15
暂无评分
摘要
Numerical and symbolic methods for optimization are used extensively in engineering, industry, and finance. Various methods are used to reduce problems of interest to ones that are amenable to solution by such software. We develop a framework for designing and applying such reductions, using the Lean programming language and interactive proof assistant. Formal verification makes the process more reliable, and the availability of an interactive framework and ambient mathematical library provides a robust environment for constructing the reductions and reasoning about them.
更多
查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络