DocumentCode :
2169288
Title :
Approximation algorithms for asymmetric TSP by decomposing directed regular multigraphs
Author :
Kaplan, Haim ; Lewenstein, Moshe ; Shafrir, N. ; Sviridenko, Maxim
Author_Institution :
Tel-Aviv Univ., Tel Aviv, Israel
fYear :
2003
fDate :
11-14 Oct. 2003
Firstpage :
56
Lastpage :
65
Abstract :
A directed multigraph is said to be d-regular if the indegree and outdegree of every vertex is exactly d. By Hall\´s theorem one can represent such a multigraph as a combination of at most n2 cycle covers each taken with an appropriate multiplicity. We prove that if the d-regular multigraph does not contain more than d/2 copies of any 2-cycle then we can find a similar decomposition into 0(n2) pairs of cycle covers where each 2-cycle occurs in at most one component of each pair. Our proof is constructive and gives a polynomial algorithm to find such decomposition. Since our applications only need one such a pair of cycle covers whose weight is at least the average weight of all pairs, we also give a simpler algorithm to extract a single such pair. This combinatorial theorem then comes handy in rounding a fractional solution of an LP relaxation of the maximum and minimum TSP problems. For maximum TSP, we obtain a tour whose weight is at least 2/3 of the weight of the longest tour, improving a previous 5/8 approximation. For minimum TSP we obtain a tour whose weight is at most 0.842log2 n times the optimal, improving a previous 0.999log2 n approximation. Utilizing a reduction from maximum TSP to the shortest superstring problem we obtain a 2.5-approximation algorithm for the latter problem which is again much simpler than the previous one. Other applications of the rounding procedure are approximation algorithms for maximum 3-cycle cover (factor 2/3, previously 3/5) and maximum asymmetric TSP with triangle inequality (factor 10/13, previously 3/4 ).
Keywords :
graph theory; polynomial approximation; theorem proving; travelling salesman problems; Halls theorem; LP relaxation; approximation algorithm; asymmetric TSP; combinatorial theorem; d-regular multigraph; directed regular multigraph; maximum TSP problem; minimum TSP problem; polynomial algorithm; travelling salesman problem; Algorithm design and analysis; Application software; Approximation algorithms; Biology computing; Computational biology; Computer applications; Computer science; Polynomials; Traveling salesman problems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Foundations of Computer Science, 2003. Proceedings. 44th Annual IEEE Symposium on
ISSN :
0272-5428
Print_ISBN :
0-7695-2040-5
Type :
conf
DOI :
10.1109/SFCS.2003.1238181
Filename :
1238181
Link To Document :
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