Faster algorithms for the generalized network flow problem

被引:22
|
作者
Radzik, T [1 ]
机构
[1] Univ London Kings Coll, Dept Comp Sci, London WC2R 2LS, England
关键词
network problem; generalized flow; generalized circulation; network optimization; approximate optimality conditions;
D O I
10.1287/moor.23.1.69
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider the,generalized network flow problem. Each are e in the network has a gain factor gamma(e). If f(e) units of flow enter are e, then f(e)gamma(e) units arrive at the other end of e. The objective is to maximize the net flow into one specific node, the sink. The constraints are the conservation of how at nodes and the capacities of arcs. We present a combinatorial algorithm which solves this problem in (O) over tilde(m(2)(m + n log log B) log B) time, where n is the number of nodes, m is the number of area, and B is the largest integer used to represent the gain factors, the capacities, and the initial supplies at the nodes. If m is O(n(4/3-epsilon)) and B is not extremely large, then our bound is better than the previous best upper bound for this problem. We also improve the best known upper bound for the approximate generalized flow problem by showing that a solution whose value is within a factor of 1 f xi from the optimum can be computed in (O) over tilde(m(m + n log log B) log(1/xi)) time plus (O) over tilde(mn(2) log B) time for preprocessing.
引用
收藏
页码:69 / 100
页数:32
相关论文
共 50 条
  • [1] Faster Approximate Lossy Generalized Flow via Interior Point Algorithms
    Daitch, Samuel I.
    Spielman, Daniel A.
    [J]. STOC'08: PROCEEDINGS OF THE 2008 ACM INTERNATIONAL SYMPOSIUM ON THEORY OF COMPUTING, 2008, : 451 - 460
  • [2] Convexification of generalized network flow problem
    Sojoudi, Somayeh
    Fattahi, Salar
    Lavaei, Javad
    [J]. MATHEMATICAL PROGRAMMING, 2019, 173 (1-2) : 353 - 391
  • [3] Convexification of generalized network flow problem
    Somayeh Sojoudi
    Salar Fattahi
    Javad Lavaei
    [J]. Mathematical Programming, 2019, 173 : 353 - 391
  • [4] Faster algorithms for shortest path and network flow based on graph decomposition
    Kashyop, Manas Jyoti
    Nagayama, Tsunehiko
    Sadakane, Kunihiko
    [J]. Journal of Graph Algorithms and Applications, 2019, 23 (05): : 781 - 813
  • [5] A Network Simplex Algorithm for the Equal Flow Problem on a Generalized Network
    Morrison, David R.
    Sauppe, Jason J.
    Jacobson, Sheldon H.
    [J]. INFORMS JOURNAL ON COMPUTING, 2013, 25 (01) : 2 - 12
  • [6] Faster algorithms for the quickest transshipment problem
    Fleischer, LK
    [J]. SIAM JOURNAL ON OPTIMIZATION, 2001, 12 (01) : 18 - 35
  • [7] Faster Approximation Algorithm for Generalized Maximum Concurrent Flow Problem with Budget Constraint
    Dong, Liwei
    Bian, Liying
    Tang, Henyong
    [J]. IEEE/SOLI'2008: PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS, VOLS 1 AND 2, 2008, : 1186 - +
  • [8] Two efficient algorithms for the generalized maximum balanced flow problem
    Nakayama, A
    Su, CF
    [J]. JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF JAPAN, 2002, 45 (02) : 162 - 173
  • [9] Faster Algorithms for Isomer Network Generation
    Thiagarajan, Dheivya
    Mehta, Dinesh P.
    [J]. JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2016, 56 (12) : 2310 - 2319
  • [10] FASTER SCALING ALGORITHMS FOR NETWORK PROBLEMS
    GABOW, HN
    TARJAN, RE
    [J]. SIAM JOURNAL ON COMPUTING, 1989, 18 (05) : 1013 - 1036