Abstract
We develop a polynomial size extended graph formulation of the graph partition problem which dominates the formulation introduced by Chopra and Rao's study, and show that the extended graph formulation is tight on a tree. We introduce exponentially many valid inequalities to the Chopra-Rao formulation, which we call generalized arc inequalities (GAI), and develop a linear time algorithm to separate the most violated generalized arc inequality. We show that the polynomial size extended graph formulation is equivalent to the Chopra-Rao formulation augmented by the exponentially many GAI.
Original language | English (US) |
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Pages (from-to) | 183-202 |
Number of pages | 20 |
Journal | Networks |
Volume | 75 |
Issue number | 2 |
DOIs | |
State | Published - Mar 1 2020 |
Keywords
- combinatorial optimization
- extended formulation
- extended graph formulation
- graph partition problem
- integer programming
- network clustering
- primal dual construction
ASJC Scopus subject areas
- Software
- Information Systems
- Hardware and Architecture
- Computer Networks and Communications