V2EX c-transform

C-Transform

Definition / 定义

c-transform(c-变换):最常见于最优输运(optimal transport)理论中的一个运算。给定一个“代价函数” \(c(x,y)\) 和一个函数 \(f\),它把 \(f\) 变为一个新的函数(常记为 \(f^c\)),用于构造对偶问题、描述 c-凸性(c-convexity),类似于在特定代价下的“广义勒让德变换”。

Pronunciation / 发音

/si trnsfrm/

Examples / 例句

The c-transform helps us build the dual problem in optimal transport.
c-变换帮助我们在最优输运中构造对偶问题。

Under the quadratic cost, the c-transform plays a role similar to a generalized Legendre transform and is used to define c-convex potentials.
在二次代价下,c-变换的作用类似一种广义的勒让德变换,并用于定义 c-凸势函数。

Etymology / 词源

由字母 c(通常指 cost,即“代价函数” \(c(x,y)\))+ transform(变换)构成。该术语随康托洛维奇(Kantorovich)对偶理论及后来的最优输运研究而广泛使用,用来表示“在给定代价 \(c\) 下的变换/对偶化”。

Related Words / 相关词

  • Cost
  • Transform
  • Optimal Transport
  • Duality
  • Convex
  • Legendre Transform
  • Kantorovich
  • Potential
  • Literary Works / 文学与典籍

    • Optimal Transport: Old and New(Cédric Villani)系统讨论最优输运,对 c-transform 与对偶性有经典阐述。
    • Optimal Transport for Applied Mathematicians(Filippo Santambrogio)应用导向介绍,涉及 c-凸性与相关变换。
    • Computational Optimal Transport(Gabriel Peyré & Marco Cuturi)计算视角讲解最优输运,常用到与 c-transform 相关的对偶与势函数概念。
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