pgr_boykovKolmogorov

pgr_boykovKolmogorov - Calculates the flow on the graph edges that maximizes the flow from the sources to the targets using Boykov Kolmogorov algorithm.

images/boost-inside.jpeg

Boost Graph Inside

Availability:

  • Version 3.2.0

    • New proposed function:

      • pgr_boykovKolmogorov(Combinations)

  • Version 3.0.0

    • Official function

  • Version 2.5.0

    • Renamed from pgr_maxFlowBoykovKolmogorov

    • Proposed function

  • Version 2.3.0

    • New Experimental function

Description

The main characteristics are:

  • The graph is directed .

  • Process is done only on edges with positive capacities.

  • When the maximum flow is 0 then there is no flow and EMPTY SET is returned.

    • There is no flow when a source is the same as a target .

  • Any duplicated value in the source(s) or target(s) are ignored.

  • Calculates the flow/residual capacity for each edge. In the output

    • Edges with zero flow are omitted.

  • Creates a super source and edges to all the source(s), and a super target and the edges from all the targets(s).

  • The maximum flow through the graph is guaranteed to be the value returned by pgr_maxFlow when executed with the same parameters and can be calculated:

    • By aggregation of the outgoing flow from the sources

    • By aggregation of the incoming flow to the targets

  • Running time: Polynomial

Signatures

Summary

pgr_boykovKolmogorov(Edges SQL, source,  target)
pgr_boykovKolmogorov(Edges SQL, sources, target)
pgr_boykovKolmogorov(Edges SQL, source,  targets)
pgr_boykovKolmogorov(Edges SQL, sources, targets)
pgr_boykovKolmogorov(Edges SQL, Combinations SQL)
RETURNS SET OF (seq, edge, start_vid, end_vid, flow, residual_capacity)
OR EMPTY SET

One to One

pgr_boykovKolmogorov(Edges SQL, source,  target)
RETURNS SET OF (seq, edge, start_vid, end_vid, flow, residual_capacity)
OR EMPTY SET
Example :

From vertex \(6\) to vertex \(11\)

SELECT * FROM pgr_boykovKolmogorov(
    'SELECT id,
            source,
            target,
            capacity,
            reverse_capacity
    FROM edge_table'
    , 6, 11
);
 seq  edge  start_vid  end_vid  flow  residual_capacity
-----+------+-----------+---------+------+-------------------
   1    10          5       10   100                 30
   2     8          6        5   100                 30
   3    11          6       11   130                  0
   4    12         10       11   100                  0
(4 rows)

One to Many

pgr_boykovKolmogorov(Edges SQL, source,  targets)
RETURNS SET OF (seq, edge, start_vid, end_vid, flow, residual_capacity)
OR EMPTY SET
Example :

From vertex \(6\) to vertices \(\{1, 3, 11\}\)

SELECT * FROM pgr_boykovKolmogorov(
    'SELECT id,
            source,
            target,
            capacity,
            reverse_capacity
    FROM edge_table'
    , 6, ARRAY[1, 3, 11]
);
 seq  edge  start_vid  end_vid  flow  residual_capacity
-----+------+-----------+---------+------+-------------------
   1     1          2        1    50                 80
   2     3          4        3    80                 50
   3     4          5        2    50                  0
   4    10          5       10    80                 50
   5     8          6        5   130                  0
   6     9          6        9    80                 50
   7    11          6       11   130                  0
   8    16          9        4    80                  0
   9    12         10       11    80                 20
(9 rows)

Many to One

pgr_boykovKolmogorov(Edges SQL, sources,  target)
RETURNS SET OF (seq, edge, start_vid, end_vid, flow, residual_capacity)
OR EMPTY SET
Example :

From vertices \(\{6, 8, 12\}\) to vertex \(11\)

SELECT * FROM pgr_boykovKolmogorov(
    'SELECT id,
            source,
            target,
            capacity,
            reverse_capacity
    FROM edge_table'
    , ARRAY[6, 8, 12], 11
);
 seq  edge  start_vid  end_vid  flow  residual_capacity
-----+------+-----------+---------+------+-------------------
   1    10          5       10   100                 30
   2     8          6        5   100                 30
   3    11          6       11   130                  0
   4    12         10       11   100                  0
(4 rows)

Many to Many

pgr_boykovKolmogorov(Edges SQL, sources,  targets)
RETURNS SET OF (seq, edge, start_vid, end_vid, flow, residual_capacity)
OR EMPTY SET
Example :

From vertices \(\{6, 8, 12\}\) to vertices \(\{1, 3, 11\}\)

SELECT * FROM pgr_boykovKolmogorov(
    'SELECT id,
            source,
            target,
            capacity,
            reverse_capacity
    FROM edge_table'
    , ARRAY[6, 8, 12], ARRAY[1, 3, 11]
);
 seq  edge  start_vid  end_vid  flow  residual_capacity
-----+------+-----------+---------+------+-------------------
   1     1          2        1    50                 80
   2     3          4        3    80                 50
   3     4          5        2    50                  0
   4    10          5       10   100                 30
   5     8          6        5   130                  0
   6     9          6        9    80                 50
   7    11          6       11   130                  0
   8     7          8        5    20                 30
   9    16          9        4    80                  0
  10    12         10       11   100                  0
(10 rows)

Combinations

pgr_boykovKolmogorov(Edges SQL, Combinations SQL)
RETURNS SET OF (seq, edge, start_vid, end_vid, flow, residual_capacity)
OR EMPTY SET
Example :

Using a combinations table, equivalent to calculating result from vertices \(\{6, 8, 12\}\) to vertices \(\{1, 3, 11\}\) .

SELECT * FROM pgr_boykovKolmogorov(
    'SELECT id,
            source,
            target,
            capacity,
            reverse_capacity
    FROM edge_table',
    'SELECT * FROM ( VALUES (6, 1), (8, 3), (12, 11), (8, 1) ) AS t(source, target)'
);
 seq  edge  start_vid  end_vid  flow  residual_capacity
-----+------+-----------+---------+------+-------------------
   1     1          2        1    50                 80
   2     3          4        3    80                 50
   3     4          5        2    50                  0
   4    10          5       10   100                 30
   5     8          6        5   130                  0
   6     9          6        9    80                 50
   7    11          6       11   130                  0
   8     7          8        5    20                 30
   9    16          9        4    80                  0
  10    12         10       11   100                  0
(10 rows)

Parameters

Column

Type

Default

Description

Edges SQL

TEXT

Edges query as described in Inner Queries .

Combinations SQL

TEXT

Combinations query as described in Inner Queries .

source

BIGINT

Identifier of the starting vertex of the flow.

sources

ARRAY[BIGINT]

Array of identifiers of the starting vertices of the flow.

target

BIGINT

Identifier of the ending vertex of the flow.

targets

ARRAY[BIGINT]

Array of identifiers of the ending vertices of the flow.

Inner queries

Edges SQL :

an SQL query of a directed graph of capacities, which should return a set of rows with the following columns:

Column

Type

Default

Description

id

ANY-INTEGER

Identifier of the edge.

source

ANY-INTEGER

Identifier of the first end point vertex of the edge.

target

ANY-INTEGER

Identifier of the second end point vertex of the edge.

capacity

ANY-INTEGER

Weight of the edge (source, target)

  • When negative: edge (source, target) does not exist, therefore it’s not part of the graph.

reverse_capacity

ANY-INTEGER

-1

Weight of the edge (target, source) ,

  • When negative: edge (target, source) does not exist, therefore it’s not part of the graph.

Where:

ANY-INTEGER :

SMALLINT, INTEGER, BIGINT

Combinations SQL :

an SQL query which should return a set of rows with the following columns:

Column

Type

Default

Description

source

ANY-INTEGER

Identifier of the first end point vertex of the edge.

target

ANY-INTEGER

Identifier of the second end point vertex of the edge.

Where:

ANY-INTEGER :

SMALLINT, INTEGER, BIGINT

The function aggregates the sources and the targets, removes the duplicates, and then it calculates the result from the resultant source vertices to the target vertices.

Result Columns

Column

Type

Description

seq

INT

Sequential value starting from 1 .

edge

BIGINT

Identifier of the edge in the original query(edges_sql).

start_vid

BIGINT

Identifier of the first end point vertex of the edge.

end_vid

BIGINT

Identifier of the second end point vertex of the edge.

flow

BIGINT

Flow through the edge in the direction ( start_vid , end_vid ).

residual_capacity

BIGINT

Residual capacity of the edge in the direction ( start_vid , end_vid ).

See Also

Indices and tables