Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
期中测验时间:
11月4日
课件
集合,关系,函数,基数,组合数学
ⅠIntroduction to Set Theory
1.
Sets and Subsets
Representation of set:
Listing elements, Set builder notion, Recursive
definition
, ,
P(A)
2. Operations on Sets
Operations and their Properties
A=?B
AB, and B A
Or Properties
Theorems, examples, and exercises
3.
Relations and Properties of relations
reflexive ,irreflexive
symmetric , asymmetric ,antisymmetric
Transitive
Closures of Relations
r(R),s(R),t(R)=?
Theorems, examples, and exercises
4. Operations on Relations
Inverse relation, Composition
Theorems, examples, and exercises
5. Equivalence Relation and Partial order relations
Equivalence Relation
equivalence class
Partial order relations and Hasse Diagrams
Extremal elements of partially ordered sets:
maximal element, minimal element
greatest element, least element
upper bound, lower bound
least upper bound, greatest lower bound
Theorems, examples, and exercises
6.Everywhere
Functions
one to one, onto, one-to-one correspondence
Composite functions and Inverse functions
Cardinality, 0.
Theorems,
examples, and exercises
II
Combinatorics
1.
Pigeonhole principle
Pigeon
and pigeonholes
example,exercise
2.
Permutations and Combinations
Permutations
of sets, Combinations of sets
circular permutation
Permutations
and Combinations of
multisets
Formulae
inclusion-exclusion principle
generating functions
integral solutions of the equation
Applications of Inclusion-Exclusion principle
example,exercise
Applications generating functions and Exponential
generating functions
ex=1+x+x2/2!+…+xn/n!+…;
x+x2/2!+…+xn/n!+…=ex-1;
e-x=1-x+x2/2!+…+(-1)nxn/n!+…;
1+x2/2!+…+x2n/(2n)!+…=(ex+e-x)/2;
x+x3/3!+…+x2n+1/(2n+1)!+…=(ex-e-x)/2;
examples, and exercises
3.
recurrence relation
Using Characteristic roots to solve recurrence
relations
Using Generating functions to solve recurrence
relations
examples, and exercises
Chapter 5 Graphs
the
puzzle of the seven bridge in the
Königsberg,
on the Pregel
Kirchhoff
Cayler
CnH2n+1
The four colour problem四色问题
Hamiltonian circuits
1920s,König: finite and infinite graphs
OS,Compiler,AI, Network
5.1 Introduction to Graphs
5.1.1
Graph terminology
Relation: digraph
Definition 1 : Let V is not empty set. A directed
graph, or digraph, is an ordered pair of sets (V,E)
such that E is a subset of the set of ordered pairs
of V. We denote by G(V,E) the digraph. The
elements of V are called vertices or simply
"points", and V is called the set of vertices.
Similarly, elements of E are called "edge", and E
is called the set of edges.
Edge (a,b)
a: initial vertex,
b:terminal vertex
edges (a,b) incident
with the vertices a and
b。
(c,c),(f,f) loop
g: isolated vertex。
G=(V,E),V={a,b,c,d,e,f,g},
E={(a,b),(a,c),(b,c),(c,a),(c,c),(c,e),(d,a),(
d,c),(f,e), (f,f)},
Definition 2 : Let (a,b) be edge in G. The
vertices a and b are called endvertices of edges;
a and b are called adjacent in G; the vertex a is
called initial vertex of edge (a,b), and the vertex
b is called terminal vertex of this edge. The
edge (a,b) is called incident with the vertices a
and b. The edge (a,a) is called loop。The vertex
is called isolated vertex if a vertex is not
adjacent to any vertex.
g is an isolated vertex, (c,c) ,(f,f) are loop. a
and b are adjacent; c and d are adjacent;
Definition 3: Let V is not empty set. An undirected
graph is an ordered pair of sets (V,E) such that E
is a sub-multiset of the multiset of unordered pairs
of V. We denote by G(V,E) the graph. The
elements of V are called vertices or simply
"points", and V is called the set of vertices.
Similarly, elements of E are called "edge", and E
is called the set of edges.
V={v1,v2,v3,v4,v5,v6},E={{v1,v2},{v1,v5,},{v2,v2},
{v2,v3},{v2,v4},{v2,v5},{v2,v5},{v3,v4},{v4,v5}},
edges {v1,v2} incidents with the vertices v1 and v2
loop ; isolated vertex
edge {v2,v5} multiple edge。
4 : These edges are called
multiple edges if they incident with the
same two vertices. The graph is called
multigraph. The graph is called a simple
graph, if any two vertices in the graph,
may connect at most one edge (i.e., one
edge or no edge) and the graph has no
loop. The complete graph on n vertices,
denoted by Kn, is the simple graph that
contains exactly one edge between each
pair of distinct vertices.
Definition
undirected
graph: graph
finite graph
finite digraph
Definition
5:The degree of a vertex
v in an undirected graph is the
number of edges incident with it,
except that a loop at a vertex
contributes twice to the degree of
that vertex. The degree of the vertex
v is denoted by d(v). A vertex is
pendent if only if it has degree one.
The minimum degree of the vertices
of a graph G is denoted by
(G)(=minvV{d(v)}) and the maximum
degree by (G)(=maxvV{d(v)}
b=a,{a,a},
Theorem 5.1(the handshaking theorem): Let G(V,E)
be an undirected graph with e edge.
n
Then: d (vi ) 2e
i 1
Theorem
5.2: An undirected graph has an
even number of vertices of odd degree.
Definition
6:In a directed graph the outdegree of a vertex v by d+(v) is the number
of edges with v as their initial vertex. The
in-degree of a vertex v by d-(v), is the
number of edges with v as their terminal
vertex. Note that a loop at a vertex
contributes 1 to both the out-degree and
the in-degree of this vertex. The degree of
the vertex v is denoted by d(v).
Theorem
5.3: Let G(V,E) be an directed
graph. Then
d
(
v
)
d
(v) | E |
vV
vV
aD, bB,cA,dE;
(a,b)(D,B), (a,c)(D,A),…,
isomorphism
Definition
7:The directed graphs G(V,E)
and G'(V',E') be isomorphic if there is a one
to one and onto everywhere function f from
V to V' with the property that (a, b) is an
edge of G if only if (f(a),f(b)) is an edge of G'.
We denote by GG'. The undirected graph
G(V,E) and G'(V',E') be isomorphic if there
is a one to one and onto everywhere function
f from V to V' with the property that {a, b} is
an edge of G if only if {f(a),f(b)} is a edge of
G'. We denote by GG'.
Petersen
3-regular
The graph is called k-regular if every vertex of
G has degree k.
Definition
8: Graphs that have a number
assigned to each edge or each vertex
are called weighted graphs
weighted digraphs
Definition
9: The graph G'(V',E') is called a
subgraph of G(V,E) If V'V and E'E. If
V'=V, then G'(V',E') is said to be a spanning
subgraph.
Definition 10: If G'(V',E') contains all edges of G
that join two vertices in V' then G' is called the
induced subgraph by V'V and is denoted by
G(V').
induced subgraph by {v1,v2,v4,v5}
Next: Paths and Circuits,
Connectivity,8.1 P306(Sixth) OR
P291(Fifth)
Exercise P135 27,28; P310 9,10(Sixth);
OR P123 27,28; P295 9,10(Fifth)