From Graph Isoperimetric Inequality to Network Connectivity - A New Approach
نویسندگان
چکیده
We present a new, novel approach to obtaining a network’s connectivity. More specifically, we show that there exists a relationship between a network’s graph isoperimetric properties and its conditional connectivity. A network’s connectivity is the minimum number of nodes, whose removal will cause the network disconnected. It is a basic and important measure for the network’s reliability, hence its overall robustness. Several conditional connectivities have been proposed in the past for the purpose of accurately reflecting various realistic network situations, with extra connectivity being one such conditional connectivity. In this paper, we will use isoperimetric properties of the hypercube network to obtain its extra connectivity. The result of the paper for the first time establishes a relationship between the age-old isoperimetric problem and network connectivity.
منابع مشابه
Coding Theory and Random Graphs APC 529
6 Spectral Graph Theory 16 6.1 Graph Laplacian . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 6.2 Polynomial interlacing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17 6.2.1 An Application to Expander Graphs . . . . . . . . . . . . . . . . . . 18 6.3 Connectivity as a Minimization Problem . . . . . . . . . . . . . . . . . . . . 20 6.4 Courant-Fisher and Alg...
متن کاملDegree conditions for restricted-edge-connectivity and isoperimetric-edge-connectivity to be optimal
For a connected graphG= (V ,E), an edge set S ⊂ E is a k-restricted-edge-cut, ifG−S is disconnected and every component of G− S has at least k vertices. The k-restricted-edge-connectivity of G, denoted by k(G), is defined as the cardinality of a minimum k-restricted-edge-cut. The k-isoperimetric-edge-connectivity is defined as k(G)=min{|[U,U ]| : U ⊂ V, |U | k, |U | k}, where [U,U ] is the set ...
متن کاملIdentification of mild cognitive impairment disease using brain functional connectivity and graph analysis in fMRI data
Background: Early diagnosis of patients in the early stages of Alzheimer's, known as mild cognitive impairment, is of great importance in the treatment of this disease. If a patient can be diagnosed at this stage, it is possible to treat or delay Alzheimer's disease. Resting-state functional magnetic resonance imaging (fMRI) is very common in the process of diagnosing Alzheimer's disease. In th...
متن کاملSpanning tree congestion: duality and isoperimetry. With an application to multipartite graphs
In this paper we (1) Describe two approaches to estimates of the spanning tree congestion from below; (2) Use the isoperimetric approach to find the exact value of the spanning tree congestion of complete multipartite graphs; (3) Present a proof of the isoperimetric result of Piliposyan-Muradyan for complete multipartite graphs.
متن کاملOn Minimal Perimeter Polyminoes
This paper explores proofs of the isoperimetric inequality for 4-connected shapes on the integer grid Z, and its geometric meaning. Pictorially, we discuss ways to place a maximal number unit square tiles on a chess board so that the shape they form has a minimal number of unit square neighbors. Previous works have shown that “digital spheres” have a minimum of neighbors for their area. We here...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- CoRR
دوره abs/1607.07761 شماره
صفحات -
تاریخ انتشار 2016