Book contents
- Frontmatter
- Preface
- Contents
- 1 Introduction
- 2 Linear Programming Relaxations of the Symmetric TSP
- 3 Linear Programming Relaxations of the Asymmetric TSP
- 4 Duality, Cuts, and Uncrossing
- 5 Thin Trees and Random Trees
- 6 Asymmetric Graph TSP
- 7 Constant-Factor Approximation for the Asymmetric TSP
- 8 Algorithms for Subtour Cover
- 9 Asymmetric Path TSP
- 10 Parity Correction of Random Trees
- 11 Proving the Main Payment Theorem for Hierarchies
- 12 Removable Pairings
- 13 Ear-Decompositions, Matchings, and Matroids
- 14 Symmetric Path TSP and T-Tours
- 15 Best-of-Many Christofides and Variants
- 16 Path TSP by Dynamic Programming
- 17 Further Results, Related Problems
- 18 State of the Art, Open Problems
- Bibliography
- Index
2 - Linear Programming Relaxations of the Symmetric TSP
Published online by Cambridge University Press: 14 November 2024
- Frontmatter
- Preface
- Contents
- 1 Introduction
- 2 Linear Programming Relaxations of the Symmetric TSP
- 3 Linear Programming Relaxations of the Asymmetric TSP
- 4 Duality, Cuts, and Uncrossing
- 5 Thin Trees and Random Trees
- 6 Asymmetric Graph TSP
- 7 Constant-Factor Approximation for the Asymmetric TSP
- 8 Algorithms for Subtour Cover
- 9 Asymmetric Path TSP
- 10 Parity Correction of Random Trees
- 11 Proving the Main Payment Theorem for Hierarchies
- 12 Removable Pairings
- 13 Ear-Decompositions, Matchings, and Matroids
- 14 Symmetric Path TSP and T-Tours
- 15 Best-of-Many Christofides and Variants
- 16 Path TSP by Dynamic Programming
- 17 Further Results, Related Problems
- 18 State of the Art, Open Problems
- Bibliography
- Index
Summary
For NP-hard problems, it is often useful to study relaxations that are easier to solve. In the previous chapter, we already saw two approximation algorithms that started by solving a relaxation: finding a minimum-cost connected spanning subgraph in Christofides’ algorithm and finding a minimum-cost cycle cover in the cycle cover algorithm.
Another kind of relaxation arises by formulating the problem as an integer linear program and dropping the integrality constraints. In this chapter, we will study such linear programming relaxations for Symmetric TSP with Triangle Inequality and Symmetric TSP. These two equivalent versions of the problem give rise to two linear programming relaxations, which turn out to be equivalent as well (by the splitting-off technique). We also study polyhedral descriptions of connectors and T-joins and the integrality ratio of the subtour LP.
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- Information
- Approximation Algorithms for Traveling Salesman Problems , pp. 22 - 46Publisher: Cambridge University PressPrint publication year: 2024