A distributed primal-dual heuristic for Steiner problems in networks

被引:0
|
作者
Santos, Marcelo [1 ]
Drummond, Lucia M. A. [1 ]
Uchoa, Eduardo [2 ]
机构
[1] Univ Fed Fluminense, Dept Comp Sci, BR-24220000 Niteroi, RJ, Brazil
[2] Univ Fed Fluminense, Dept Product Engn, BR-24220000 Niteroi, RJ, Brazil
来源
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Multicast routing problems are often modeled as Steiner Problems in undirected or directed graphs, the later case being particularly suitable to cases where most of the traffic has a single source. Sequential Steiner heuristics are not convenient in that context, since one cannot assume that a central node has complete information about the topology and the state of a large wide area network. This paper introduces a distributed version of a primal-dual heuristic (known as Dual Ascent), known for its remarkable good practical results, lower and upper bounds, in both undirected and directed Steiner problems. Experimental results and complexity analysis are also presented, showing the efficiency of the proposed algorithm when compared with the best distributed algorithms in the literature.
引用
收藏
页码:175 / +
页数:2
相关论文
共 50 条
  • [1] New primal-dual algorithms for Steiner tree problems
    Melkonian, Vardges
    COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (07) : 2147 - 2167
  • [2] PRIMAL-DUAL APPROXIMATION ALGORITHM FOR GENERALIZED STEINER NETWORK PROBLEMS
    WILLIAMSON, DP
    GOEMANS, MX
    MIHAIL, M
    VAZIRANI, VV
    COMBINATORICA, 1995, 15 (03) : 435 - 454
  • [3] DISTRIBUTED PRIMAL STRATEGIES OUTPERFORM PRIMAL-DUAL STRATEGIES OVER ADAPTIVE NETWORKS
    Towfic, Zaid J.
    Sayed, Ali H.
    2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, : 3497 - 3501
  • [4] A primal-dual method for conic constrained distributed optimization problems
    Aybat, Necdet Serhat
    Hamedani, Erfan Yazdandoost
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 29 (NIPS 2016), 2016, 29
  • [5] Fast primal-dual distributed algorithms for scheduling and matching problems
    Alessandro Panconesi
    Mauro Sozio
    Distributed Computing, 2010, 22 : 269 - 283
  • [6] Fast primal-dual distributed algorithms for scheduling and matching problems
    Panconesi, Alessandro
    Sozio, Mauro
    DISTRIBUTED COMPUTING, 2010, 22 (04) : 269 - 283
  • [7] Primal-Dual Heuristic for Path Flow Estimation in Medium to Large Networks
    Tang, Shikai
    Zhang, H. Michael
    TRANSPORTATION RESEARCH RECORD, 2013, (2333) : 91 - 99
  • [8] Primal-dual based distributed approximation algorithm for Prize-collecting Steiner tree
    Saikia, Parikshit
    Karmakar, Sushanta
    Pagourtzis, Aris
    DISCRETE MATHEMATICS ALGORITHMS AND APPLICATIONS, 2021, 13 (02)
  • [9] A PRIMAL-DUAL APPROXIMATION ALGORITHM FOR THE STEINER FOREST PROBLEM
    RAVI, R
    INFORMATION PROCESSING LETTERS, 1994, 50 (04) : 185 - 190
  • [10] Distributed Regularized Primal-Dual Method
    Badiei, Masoud
    Li, Na
    2016 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), 2016, : 540 - 544