The extension complexity of a polytope is the minimum number for which there exists a polytope with facets and an affine mapping with .
The extension complexity of a polytope is bounded from above by its number of vertices. Thus, a convex polygon with vertices has extension complexity .
Some regular convex polygons have extension complexity [BTN].
A convex polygon whose points are drawn randomly on a circle has extension complexity with probability one (follows from [FRT]).
The question asks for the maximal extension complexity of a convex polygon.
A strongly related question is the following.
Bibliography
*[BTN] Ben-Tal, A and Nemirovski, A. On polyhedral approximations of the second-order cone. Math. Oper. Res. 26:2 193-205 (2001)
[FRT] Fiorini, S. and Rothvoss, T. and Tiwary, H.R. Extended formulations of polygons. arXiv:1107.0371
* indicates original appearance(s) of problem.