用于凸优化的 dotnet 库是什么?
您会推荐任何凸优化库吗?
最好是开源的。 半定规划和 QCQP 的先验。
(我打算将它与 fsharp 一起使用,但任何 dotnet 都可以)
Would you recommend any convex optim libraries ?
Ideally opensource.
A priori for semidefinite programming and QCQP.
(I intend to use it with fsharp but any dotnet would do)
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Solver Foundation,一个来自 Microsoft 的用于数学编程、建模和优化的 .Net 运行时,可能可以提供您所需的内容想。
他们还有优化建模语言,可以对优化问题进行建模以声明的方式。当与 F# 等函数式编程语言的表现力相结合时,这种建模方式非常有吸引力。
要了解如何将 Solver Foundation 与 F# 结合使用,请查看这些有趣的博客文章:
Solver Foundation, a .Net runtime for mathematical programming, modeling, and optimization from Microsoft, probably provides what you want.
They also have Optimization Modeling Language which allows to model optimization problems in a declarative way. This way of modeling is really attractive when combining with expressiveness of functional programming languages like F#.
To get a feeling of using Solver Foundation with F#, take a look at these interesting blog posts: