Factorization of product graphs for partitioning and domain decomposition

被引:3
作者
Kaveh, A. [1 ]
Laknejadi, K. [1 ]
机构
[1] Iran Univ Sci & Technol, Dept Civil Engn, Tehran 16, Iran
基金
美国国家科学基金会;
关键词
Factorization; Cartesian graph product; Generators; Factors; Fiedler vector; Graph partitioning; Domain bisection; TIME;
D O I
10.1016/j.finel.2009.02.001
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper an efficient algorithm is presented for identifying the generators of regular graph models G formed by Cartesian graph products. This process of identification is called the factorization of G and the generators are also known as the factors of G. Once such a factorization is performed, a simple approach is employed for calculating the second eigenvalues of the factors. Using these eigenvalues, the second eigenvalue of the entire model is obtained and the corresponding eigenvector is employed for bisection of the model. Most of the structural models are regular and can be considered as the product of some simple graphs such as paths and/or cycles. By finding the factors of a given graph G, the eigenvalues and eigenvectors of G can easily be determined. The efficiency of the present method is illustrated through six examples of different configurations. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:476 / 483
页数:8
相关论文
共 50 条
  • [21] Dense graph partitioning on sparse and dense graphs
    Bazgan, Cristina
    Casel, Katrin
    Cazals, Pierre
    JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2025, 150
  • [22] KI,pk-factorization of complete bipartite graphs
    Du B.
    Applied Mathematics-A Journal of Chinese Universities, 2001, 16 (2) : 107 - 110
  • [23] Semantic-Aware Partitioning on RDF Graphs
    Xu, Qiang
    Wang, Xin
    Wang, Junhu
    Yang, Yajun
    Feng, Zhiyong
    WEB AND BIG DATA, APWEB-WAIM 2017, PT I, 2017, 10366 : 149 - 157
  • [24] Kp,q-factorization of complete bipartite graphs
    Beiliang Du
    Jian Wang
    Science in China Series A: Mathematics, 2004, 47 : 473 - 479
  • [25] A conjugate gradient method for the spectral partitioning of graphs
    Kruyt, NP
    PARALLEL COMPUTING, 1997, 22 (11) : 1493 - 1502
  • [26] Statistically Optimal Modular Partitioning of Directed Graphs
    Chang, Yu-Teng
    Pantazis, Dimitrios
    Leahy, Richard M.
    2010 CONFERENCE RECORD OF THE FORTY FOURTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS (ASILOMAR), 2010, : 1075 - 1079
  • [27] A mixed integer program for partitioning graphs with supply and demand emphasizing sparse graphs
    Raka Jovanovic
    Stefan Voß
    Optimization Letters, 2016, 10 : 1693 - 1703
  • [28] A mixed integer program for partitioning graphs with supply and demand emphasizing sparse graphs
    Jovanovic, Raka
    Voss, Stefan
    OPTIMIZATION LETTERS, 2016, 10 (08) : 1693 - 1703
  • [29] AUDIO SIGNAL REPRESENTATIONS FOR FACTORIZATION IN THE SPARSE DOMAIN
    Moussallam, Manuel
    Daudet, Laurent
    Richard, Gael
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 513 - 516
  • [30] K-partitioning of Signed or Weighted Bipartite Graphs
    Omeroglu, Nurettin B.
    Toroslu, Ismail H.
    Gokalp, Sedat
    Davulcu, Hasan
    2013 ASE/IEEE INTERNATIONAL CONFERENCE ON SOCIAL COMPUTING (SOCIALCOM), 2013, : 815 - 820