5.48. balance_path

DESCRIPTIONLINKSGRAPH
Origin

derived from πš‹πšŠπš•πšŠπš—πšŒπšŽ and πš™πšŠπšπš‘

Constraint

πš‹πšŠπš•πšŠπš—πšŒπšŽ_πš™πšŠπšπš‘(𝙱𝙰𝙻𝙰𝙽𝙲𝙴,π™½π™Ύπ™³π™΄πš‚)

Arguments
π™±π™°π™»π™°π™½π™²π™΄πšπšŸπšŠπš›
π™½π™Ύπ™³π™΄πš‚πšŒπš˜πš•πš•πšŽπšŒπšπš’πš˜πš—(πš’πš—πšπšŽπš‘-πš’πš—πš,𝚜𝚞𝚌𝚌-πšπšŸπšŠπš›)
Restrictions
𝙱𝙰𝙻𝙰𝙽𝙲𝙴β‰₯0
π™±π™°π™»π™°π™½π™²π™΄β‰€πš–πšŠπš‘(0,|π™½π™Ύπ™³π™΄πš‚|-2)
πš›πšŽπššπšžπš’πš›πšŽπš(π™½π™Ύπ™³π™΄πš‚,[πš’πš—πšπšŽπš‘,𝚜𝚞𝚌𝚌])
π™½π™Ύπ™³π™΄πš‚.πš’πš—πšπšŽπš‘β‰₯1
π™½π™Ύπ™³π™΄πš‚.πš’πš—πšπšŽπš‘β‰€|π™½π™Ύπ™³π™΄πš‚|
πšπš’πšœπšπš’πš—πšŒπš(π™½π™Ύπ™³π™΄πš‚,πš’πš—πšπšŽπš‘)
π™½π™Ύπ™³π™΄πš‚.𝚜𝚞𝚌𝚌β‰₯1
π™½π™Ύπ™³π™΄πš‚.πšœπšžπšŒπšŒβ‰€|π™½π™Ύπ™³π™΄πš‚|
Purpose

Consider a digraph G described by the π™½π™Ύπ™³π™΄πš‚ collection. Partition G into a set of vertex disjoint paths in such a way that each vertex of G belongs to a single path. 𝙱𝙰𝙻𝙰𝙽𝙲𝙴 is equal to the difference between the number of vertices of the largest path and the number of vertices of the smallest path.

Example
3,πš’πš—πšπšŽπš‘-1𝚜𝚞𝚌𝚌-1,πš’πš—πšπšŽπš‘-2𝚜𝚞𝚌𝚌-3,πš’πš—πšπšŽπš‘-3𝚜𝚞𝚌𝚌-5,πš’πš—πšπšŽπš‘-4𝚜𝚞𝚌𝚌-4,πš’πš—πšπšŽπš‘-5𝚜𝚞𝚌𝚌-1,πš’πš—πšπšŽπš‘-6𝚜𝚞𝚌𝚌-6,πš’πš—πšπšŽπš‘-7𝚜𝚞𝚌𝚌-7,πš’πš—πšπšŽπš‘-8𝚜𝚞𝚌𝚌-6
0,πš’πš—πšπšŽπš‘-1𝚜𝚞𝚌𝚌-2,πš’πš—πšπšŽπš‘-2𝚜𝚞𝚌𝚌-3,πš’πš—πšπšŽπš‘-3𝚜𝚞𝚌𝚌-4,πš’πš—πšπšŽπš‘-4𝚜𝚞𝚌𝚌-4,πš’πš—πšπšŽπš‘-5𝚜𝚞𝚌𝚌-6,πš’πš—πšπšŽπš‘-6𝚜𝚞𝚌𝚌-7,πš’πš—πšπšŽπš‘-7𝚜𝚞𝚌𝚌-8,πš’πš—πšπšŽπš‘-8𝚜𝚞𝚌𝚌-8
6,πš’πš—πšπšŽπš‘-1𝚜𝚞𝚌𝚌-2,πš’πš—πšπšŽπš‘-2𝚜𝚞𝚌𝚌-3,πš’πš—πšπšŽπš‘-3𝚜𝚞𝚌𝚌-4,πš’πš—πšπšŽπš‘-4𝚜𝚞𝚌𝚌-5,πš’πš—πšπšŽπš‘-5𝚜𝚞𝚌𝚌-6,πš’πš—πšπšŽπš‘-6𝚜𝚞𝚌𝚌-7,πš’πš—πšπšŽπš‘-7𝚜𝚞𝚌𝚌-7,πš’πš—πšπšŽπš‘-8𝚜𝚞𝚌𝚌-8

In the first example we have the following four paths: 2β†’3β†’5β†’1, 8β†’6, 4, and 7. Since 𝙱𝙰𝙻𝙰𝙽𝙲𝙴=3 is the difference between the number of vertices of the largest path (i.e.,Β 4) and the number of vertices of the smallest path (i.e.,Β 1) the corresponding πš‹πšŠπš•πšŠπš—πšŒπšŽ_πš™πšŠπšπš‘ constraint holds.

All solutions

FigureΒ 5.48.1 gives all solutions to the following non ground instance of the πš‹πšŠπš•πšŠπš—πšŒπšŽ_πš™πšŠπšπš‘ constraint: 𝙱𝙰𝙻𝙰𝙽𝙲𝙴=0, S 1 ∈[1,2], S 2 ∈[1,3], S 3 ∈[3,5], S 4 ∈[3,4], S 5 ∈[2,5], S 6 ∈[5,6], πš‹πšŠπš•πšŠπš—πšŒπšŽ_πš™πšŠπšπš‘(𝙱𝙰𝙻𝙰𝙽𝙲𝙴,〈1 S 1 ,2 S 2 ,3 S 3 ,4 S 4 ,5 S 5 ,6 S 6 βŒͺ).

Figure 5.48.1. All solutions corresponding to the non ground example of the πš‹πšŠπš•πšŠπš—πšŒπšŽ_πš™πšŠπšπš‘ constraint of the All solutions slot; the πš’πš—πšπšŽπš‘ attribute is displayed as indices of the 𝚜𝚞𝚌𝚌 attribute and all vertices of a same path are coloured by the same colour.
ctrs/balance_path-1-tikz
Typical
|π™½π™Ύπ™³π™΄πš‚|>2
Symmetry

Items of π™½π™Ύπ™³π™΄πš‚ are permutable.

Arg. properties

Functional dependency: 𝙱𝙰𝙻𝙰𝙽𝙲𝙴 determined by π™½π™Ύπ™³π™΄πš‚.

Counting
Length (n)2345678
Solutions31373501405137633394353

Number of solutions for πš‹πšŠπš•πšŠπš—πšŒπšŽ_πš™πšŠπšπš‘: domains 0..n

ctrs/balance_path-2-tikz

ctrs/balance_path-3-tikz

Length (n)2345678
Total31373501405137633394353
Parameter
value

037371211201504162161
1-612200210886224416
2--24601560525097776
3---1203601092062160
4----720252087360
5-----504020160
6------40320

Solution count for πš‹πšŠπš•πšŠπš—πšŒπšŽ_πš™πšŠπšπš‘: domains 0..n

ctrs/balance_path-4-tikz

ctrs/balance_path-5-tikz

See also

implies: πš‹πšŠπš•πšŠπš—πšŒπšŽ_πšπš›πšŽπšŽ.

related: πš‹πšŠπš•πšŠπš—πšŒπšŽΒ (equivalence classes correspond to vertices in same path rather than variables assigned to the same value), πš™πšŠπšπš‘Β (do not care how many paths but how balanced the paths are).

Keywords

combinatorial object: path.

constraint type: graph constraint, graph partitioning constraint.

filtering: DFS-bottleneck.

final graph structure: connected component, tree, one_succ.

modelling: functional dependency.

Arc input(s)

π™½π™Ύπ™³π™΄πš‚

Arc generator
πΆπΏπΌπ‘„π‘ˆπΈβ†¦πšŒπš˜πš•πš•πšŽπšŒπšπš’πš˜πš—(πš—πš˜πšπšŽπšœ1,πš—πš˜πšπšŽπšœ2)

Arc arity
Arc constraint(s)
πš—πš˜πšπšŽπšœ1.𝚜𝚞𝚌𝚌=πš—πš˜πšπšŽπšœ2.πš’πš—πšπšŽπš‘
Graph property(ies)
β€’ πŒπ€π—_𝐍𝐒𝐂𝐂≀1
β€’ πŒπ€π—_πˆπƒβ‰€1
β€’ 𝐑𝐀𝐍𝐆𝐄_𝐍𝐂𝐂=𝙱𝙰𝙻𝙰𝙽𝙲𝙴

Graph class
𝙾𝙽𝙴_πš‚πš„π™²π™²

Graph model

In order to express the binary constraint that links two vertices one has to make explicit the identifier of the vertices. This is why the πš‹πšŠπš•πšŠπš—πšŒπšŽ_πš™πšŠπšπš‘ constraint considers objects that have two attributes:

  • One fixed attribute πš’πš—πšπšŽπš‘ that is the identifier of the vertex,

  • One variable attribute 𝚜𝚞𝚌𝚌 that is the successor of the vertex.

We use the graph property πŒπ€π—_𝐍𝐒𝐂𝐂≀1 in order to specify the fact that the size of the largest strongly connected component should not exceed one. In fact each root of a tree is a strongly connected component with a single vertex. The graph property πŒπ€π—_πˆπƒβ‰€1 constraints the maximum in-degree of the final graph to not exceed 1. πŒπ€π—_πˆπƒ does not consider loops: This is why we do not have any problem with the final node of each path.

PartsΒ (A) andΒ (B) of FigureΒ 5.48.2 respectively show the initial and final graph associated with the first example of the Example slot. Since we use the 𝐑𝐀𝐍𝐆𝐄_𝐍𝐂𝐂 graph property, we show the connected components of the final graph. The constraint holds since all the vertices belong to a path and since 𝙱𝙰𝙻𝙰𝙽𝙲𝙴 = 𝐑𝐀𝐍𝐆𝐄_𝐍𝐂𝐂 = 3.

Figure 5.48.2. Initial and final graph of the πš‹πšŠπš•πšŠπš—πšŒπšŽ_πš™πšŠπšπš‘ constraint
ctrs/balance_pathActrs/balance_pathB
(a) (b)