• DocumentCode
    655203
  • Title

    The Complexity of Approximating Vertex Expansion

  • Author

    Louis, Anne ; Raghavendra, Prasad ; Vempala, Santosh

  • Author_Institution
    Coll. of Comput., Georgia Tech, Atlanta, GA, USA
  • fYear
    2013
  • fDate
    26-29 Oct. 2013
  • Firstpage
    360
  • Lastpage
    369
  • Abstract
    We study the complexity of approximating the vertex expansion of graphs G = (V, E), defined as ΦV def = minSCV n . |N(S)|/(|S||VS). We give a simple polynomialtime algorithm for finding a subset with vertex expansion O(√(ΦV log d)) where d is the maximum degree of the graph. Our main result is an asymptotically matching lower bound: under the Small Set Expansion (SSE) hypothesis, it is hard to find a subset with expansion less than C(√(ΦV log d)) for an absolute constant C. In particular, this implies for all constant ε > 0, it is SSE-hard to distinguish whether the vertex expansion <; ε or at least an absolute constant. The analogous threshold for edge expansion is √Φ with no dependence on the degree (Here Φ denotes the optimal edge expansion). Thus our results suggest that vertex expansion is harder to approximate than edge expansion. In particular, while Cheeger´s algorithm can certify constant edge expansion, it is SSE-hard to certify constant vertex expansion in graphs.
  • Keywords
    approximation theory; computational complexity; graph theory; graph partitioning; graphs vertex expansion; polynomial-time algorithm; small set expansion hypothesis; vertex expansion approximation complexity; Approximation algorithms; Approximation methods; Eigenvalues and eigenfunctions; Games; Markov processes; Particle separators; Testing; Graph Partitioning; Hardness of Approximation; Small Set Expansion; Vertex Expansion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Foundations of Computer Science (FOCS), 2013 IEEE 54th Annual Symposium on
  • Conference_Location
    Berkeley, CA
  • ISSN
    0272-5428
  • Type

    conf

  • DOI
    10.1109/FOCS.2013.46
  • Filename
    6686172