Abstract LetXbe ann-element point set in thek-dimensional unit cube$$[0,1]^k$$ where$$k \ge 2$$ . According to an old result of Bollobás and Meir (Oper Res Lett 11:19–21, 1992) , there exists a cycle (tour)$$x_1, x_2, \ldots , x_n$$ through thenpoints, such that$$\left( \sum _{i=1}^n |x_i - x_{i+1}|^k \right) ^{1/k} \le c_k$$ , where$$|x-y|$$ is the Euclidean distance betweenxandy, and$$c_k$$ is an absolute constant that depends only onk, where$$x_{n+1} \equiv x_1$$ . From the other direction, for every$$k \ge 2$$ and$$n \ge 2$$ , there existnpoints in$$[0,1]^k$$ , such that their shortest tour satisfies$$\left( \sum _{i=1}^n |x_i - x_{i+1}|^k \right) ^{1/k} = 2^{1/k} \cdot \sqrt{k}$$ . For the plane, the best constant is$$c_2=2$$ and this is the only exact value known. Bollobás and Meir showed that one can take$$c_k = 9 \left( \frac{2}{3} \right) ^{1/k} \cdot \sqrt{k}$$ for every$$k \ge 3$$ and conjectured that the best constant is$$c_k = 2^{1/k} \cdot \sqrt{k}$$ , for every$$k \ge 2$$ . Here we significantly improve the upper bound and show that one can take$$c_k = 3 \sqrt{5} \left( \frac{2}{3} \right) ^{1/k} \cdot \sqrt{k}$$ or$$c_k = 2.91 \sqrt{k} \ (1+o_k(1))$$ . Our bounds are constructive. We also show that$$c_3 \ge 2^{7/6}$$ , which disproves the conjecture for$$k=3$$ . Connections to matching problems, power assignment problems, related problems, including algorithms, are discussed in this context. A slightly revised version of the Bollobás–Meir conjecture is proposed.
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Better Hardness Results for the Minimum Spanning Tree Congestion Problem
Abstract In the spanning tree congestion problem, given a connected graphG, the objective is to compute a spanning treeTinGthat minimizes its maximum edge congestion, where the congestion of an edgeeofTis the number of edges inGfor which the unique path inTbetween their endpoints traversese. The problem is known to be$$\mathbb{N}\mathbb{P}$$ -hard, but its approximability is still poorly understood, and it is not even known whether the optimum solution can be efficiently approximated with ratioo(n). In the decision version of this problem, denoted$${\varvec{K}-\textsf {STC}}$$ , we need to determine ifGhas a spanning tree with congestion at mostK. It is known that$${\varvec{K}-\textsf {STC}}$$ is$$\mathbb{N}\mathbb{P}$$ -complete for$$K\ge 8$$ , and this implies a lower bound of 1.125 on the approximation ratio of minimizing congestion. On the other hand,$${\varvec{3}-\textsf {STC}}$$ can be solved in polynomial time, with the complexity status of this problem for$$K\in { \left\{ 4,5,6,7 \right\} }$$ remaining an open problem. We substantially improve the earlier hardness results by proving that$${\varvec{K}-\textsf {STC}}$$ is$$\mathbb{N}\mathbb{P}$$ -complete for$$K\ge 5$$ . This leaves only the case$$K=4$$ open, and improves the lower bound on the approximation ratio to 1.2. Motivated by evidence that minimizing congestion is hard even for graphs of small constant radius, we also consider$${\varvec{K}-\textsf {STC}}$$ restricted to graphs of radius 2, and we prove that this variant is$$\mathbb{N}\mathbb{P}$$ -complete for all$$K\ge 6$$ .
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- Award ID(s):
- 2153723
- PAR ID:
- 10598862
- Publisher / Repository:
- Springer
- Date Published:
- Journal Name:
- Algorithmica
- Volume:
- 87
- Issue:
- 1
- ISSN:
- 0178-4617
- Page Range / eLocation ID:
- 148 to 165
- Subject(s) / Keyword(s):
- Combinatorial optimization Spanning trees Congestion
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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