Hardness and approximation of minimum distortion embeddings
نویسندگان
چکیده
We show that the problem of computing a minimum distortion embedding of a given graph into a path remains NP-hard when the input graph is restricted to a bipartite, cobipartite, or split graph. This implies the NP-hardness of the problem also on chordal, cocomparability, and AT-free graphs. This problem is hard to approximate within a constant factor on arbitrary graphs. We give polynomial-time constant-factor approximation algorithms for split and cocomparability graphs. We conclude with some upper bounds for interval graphs and cographs, on which the computational complexity of the problem is open.
منابع مشابه
Computing minimum distortion embeddings into a path for bipartite permutation graphs and threshold graphs
The problem of computing minimum distortion embeddings of a given graph into a line (path) was introduced in 2004 and has quickly attracted significant attention with subsequent results appearing in recent stoc and soda conferences. So far all such results concern approximation algorithms or exponential-time exact algorithms. We give the first polynomial-time algorithms for computing minimum di...
متن کاملComputational metric embeddings
We study the problem of computing a low-distortion embedding between two metric spaces. More precisely given an input metric space M we are interested in computing in polynomial time an embedding into a host space M ′ with minimum multiplicative distortion. This problem arises naturally in many applications, including geometric optimization, visualization, multi-dimensional scaling, network spa...
متن کاملOn Euclidean Embeddings and Bandwidth Minimization
We study Euclidean embeddings of Euclidean metrics and present the following four results: (1) an O(log n √ log logn) approximation for minimum bandwidth in conjunction with a semi-definite relaxation, (2) an O(log n) approximation in O(n) time using a new constraint set, (3) a lower bound of Θ( √ logn) on the least possible volume distortion for Euclidean metrics, (4) a new embedding with O( √...
متن کاملApproximating the Bandwidth via Volume Respecting Embeddings
A linear arrangement of an n-vertex graph is a one-to-one mapping of its vertices to the integers f1; : : : ; ng. The bandwidth of a linear arrangement is the maximum diierence between mapped values of adjacent vertices. The problem of nding a linear arrangement with smallest possible bandwidth in NP-hard. We present a random-ized algorithm that runs in nearly linear time and outputs a linear a...
متن کاملApproximating Additive Distortion of Embeddings into Line Metrics
We consider the problem of fitting metric data consisting of n points to a path (line) metric. Our objective is to minimize the total additive distortion of this mapping. The total additive distortion is the sum of errors in all pairwise distances in the input data. This problem has been shown to be NP-hard by [13]. We give an O(log n) approximation for this problem by using Garg et al.’s [10] ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Inf. Process. Lett.
دوره 110 شماره
صفحات -
تاریخ انتشار 2010