Title
Equivariant Perturbation in Gomory and Johnson's Infinite Group Problem. III. Foundations for the k-Dimensional Case with Applications to k=2.
Abstract
We develop foundational tools for classifying the extreme valid functions for the k-dimensional infinite group problem. In particular, (1) we present the general regular solution to Cauchy's additive functional equation on bounded convex domains. This provides a k-dimensional generalization of the so-called interval lemma, allowing us to deduce affine properties of the function from certain additivity relations. (2) We study the discrete geometry of additivity domains of piecewise linear functions, providing a framework for finite tests of minimality and extremality. (3) We give a theory of non-extremality certificates in the form of perturbation functions. We apply these tools in the context of minimal valid functions for the two-dimensional infinite group problem that are piecewise linear on a standard triangulation of the plane, under the assumption of a regularity condition called diagonal constrainedness. We show that the extremality of a minimal valid function is equivalent to the extremality of its restriction to a certain finite two-dimensional group problem. This gives an algorithm for testing the extremality of a given minimal valid function.
Year
Venue
Field
2014
Math. Program.
Discrete geometry,Diagonal,Discrete mathematics,Infinite group,Mathematical optimization,Equivariant map,Cauchy distribution,Regular solution,Piecewise linear function,Functional equation,Mathematics
DocType
Volume
Issue
Journal
abs/1403.4628
1-2
Citations 
PageRank 
References 
8
0.51
6
Authors
3
Name
Order
Citations
PageRank
Amitabh Basu133127.36
Robert Hildebrand2697.82
Matthias KöPpe319120.95