9.3 represents the relationship between

9.3 represents the relationship between

General representation of the relationship:

  • All relationships are listed;
  • To use a {T, F} mapping

Representation of special relationship

  • 0-1 matrix (zero-one matrix) is represented;
  • There is represented by a directed graph (directed graph)

It shows the relationship with the adjacency matrix

He said 0-1 matrix M R is the adjacency matrix R, defined as follows:

  1. 0-1 by the observation matrix, it is easy to find the following properties:
  • Has a reflexive (reflexive) 0-1 matrix main diagonal are all "1"
  • Have the non-reflexive (irreflexive) 0-1 main diagonal matrix are all "0"
  • 0-1 principal diagonal matrix has any of symmetry (Symmetric) and symmetrical about the main diagonal elements are equal
  • 0-1 have any major diagonal matrix inversion symmetry (. Associative), the element on the main diagonal symmetry can not be both "1"
  1. Definition of two adjoining matrices join a boolean OR operation on these two matrices (boolean 'or')
  2. Definition of two adjoining matrices meet a Boolean AND operation of these two matrices (boolean 'and')

Express complex relationships with the 0-1 matrix:

Order M S◦R = [T ij of ], M R & lt = [R & lt ij of ], M S = [S ij of ]
the M S◦R = M R & ltM S
wherein, ⊙ represents two Boolean matrix multiplication (boolean product)

例:

\[ M_R = \left[\begin{matrix} 1 & 0 & 1 \\ 1 & 1 & 0 \\ 0 & 0 & 0 \end{matrix} \right] \]
\[ and \quad M_S = \left[\begin{matrix} 0 & 1 & 0 \\ 0 & 0 & 1 \\ 1 & 0 & 1 \end{matrix} \right] \]

The M S◦R for each t ij by the M R & lt i-th row and M S for Boolean j-th column multiplication, the adjacency matrix is obtained S◦R:
\ [S◦R of M_ {} = \ left [ \ begin {matrix} 0 & 0 & 1 \\ 0 & 1 & 1 \\ 0 & 0 & 0 \ end {matrix} \ right] \]

Boolean matrix multiplication calculator

Chart shows the relationship with

understanding:

  • Vertex (vertex)
  • 边(arc or edge)
  • Digraph (directed graph or digraph)


Example: a relation expressed there using the FIG:

  1. And the out-degree of
  • A vertex number as a starting point of an arrow: the degree of a vertex
  • The degree of a vertex: the vertex number of the end point of the arrow a
  1. Restriction
    If R is defined in the relation of A and B is a subset of A, the limit R (the restriction of R to B) of B is:

    R ∩ (B × B)

  2. FIG special properties
  • FIG reflexive: Each node has a loopback
  • Figure has anti-reflexive: no link from point
  • Figure reflexive: All arrows are bi-directional
  • FIG reflexive: No double arrow

  • Special attention: ① not only not anti-symmetric asymmetric map; ② no neither reflexive nor anti-reflexive Fig...
  1. Some equivalence relation:

There is a relation R, and its adjacency matrix M R , △ is provided an equivalence relation, i.e. M is the identity matrix

①. R自反 <= => △ ⊆ R <= => all 1's on its main diagonal
②. R反自反 <= => △ ∩ R = ∅ <= => all 0's on its main diagonal
③. R对称反对称非对称显然不赘述
④. R传递 <= => MR=[mij]具有这个性质:如果mij = 1,并且mjk = 1,那么mik = 1.
④. R传递 ==> R2 ⊆ R, because if a and c are connected by a path of length 2 in R, then they must be connected by a path of length 1.

  1. 误区:

The answer is NO!

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Origin www.cnblogs.com/SpicyArticle/p/11544422.html