Talk:Optimal Transport and the Monge Ampère equation: Difference between revisions

From Optimal Transport Wiki
Jump to navigation Jump to search
(Discussion Monge Ampere)
 
No edit summary
 
(3 intermediate revisions by one other user not shown)
Line 1: Line 1:
test
Tried to address all of your recommended edits.
==Beginning==
* Cite specific pages where Santambrogio discusses Monge Ampere, since this is only a small part of that chapter
* The explanation of the relationship to optimal transport is a little confusing. It might be better to explain what a transport map is (perhaps linking to the page on the Monge Problem on the OT wiki) and say something along the lines of ``under sufficient regularity assumptions on the measures mu and nu, the condition that a transport map pushes forward mu to nu can be equivalently formulated in terms of the transport map solving a type of Monge-Ampere equation``
* The only time that we need the cost to be quadratic is to reduce to the case that the transport map is given by the gradient of a convex function. Maybe it's best to save explaining this technicality to the next section.
 
==Deriving the Monge Ampere Equation==
* Emphasize that the infimum is over all transport maps pushing forward mu to nu.
* There is a type-o -- an extra > sign.
* ``tell us that T pushes forward mu to nu if and only if``
* ``The above equation is a type of Monge-Ampere equation``
 
==Notable Properties of the Monge-Ampere equation==
* Move the discussion of the boundary conditions to the previous section, and start with ``Properties of solutions to the Monge Ampere equation give us information about the optimal transport map``
* Cite Villani for the theorem you quote and mention Caffarelli's contribution
* Cite Villani for the notion of Brenier solutions

Latest revision as of 05:20, 16 May 2020

Tried to address all of your recommended edits.

Beginning

  • Cite specific pages where Santambrogio discusses Monge Ampere, since this is only a small part of that chapter
  • The explanation of the relationship to optimal transport is a little confusing. It might be better to explain what a transport map is (perhaps linking to the page on the Monge Problem on the OT wiki) and say something along the lines of ``under sufficient regularity assumptions on the measures mu and nu, the condition that a transport map pushes forward mu to nu can be equivalently formulated in terms of the transport map solving a type of Monge-Ampere equation``
  • The only time that we need the cost to be quadratic is to reduce to the case that the transport map is given by the gradient of a convex function. Maybe it's best to save explaining this technicality to the next section.

Deriving the Monge Ampere Equation

  • Emphasize that the infimum is over all transport maps pushing forward mu to nu.
  • There is a type-o -- an extra > sign.
  • ``tell us that T pushes forward mu to nu if and only if``
  • ``The above equation is a type of Monge-Ampere equation``

Notable Properties of the Monge-Ampere equation

  • Move the discussion of the boundary conditions to the previous section, and start with ``Properties of solutions to the Monge Ampere equation give us information about the optimal transport map``
  • Cite Villani for the theorem you quote and mention Caffarelli's contribution
  • Cite Villani for the notion of Brenier solutions