MindMap Gallery Discrete Mathematics Chapter 4 Predicate Logic
This is a mind map about predicate logic in Chapter 4 of Discrete Mathematics, including individuals, predicates, quantifiers and functions, symbolization of predicate formulas and propositions, predicate paradigms of predicate formulas, etc.
Edited at 2023-11-18 10:36:19El cáncer de pulmón es un tumor maligno que se origina en la mucosa bronquial o las glándulas de los pulmones. Es uno de los tumores malignos con mayor morbilidad y mortalidad y mayor amenaza para la salud y la vida humana.
La diabetes es una enfermedad crónica con hiperglucemia como signo principal. Es causada principalmente por una disminución en la secreción de insulina causada por una disfunción de las células de los islotes pancreáticos, o porque el cuerpo es insensible a la acción de la insulina (es decir, resistencia a la insulina), o ambas cosas. la glucosa en la sangre es ineficaz para ser utilizada y almacenada.
El sistema digestivo es uno de los nueve sistemas principales del cuerpo humano y es el principal responsable de la ingesta, digestión, absorción y excreción de los alimentos. Consta de dos partes principales: el tracto digestivo y las glándulas digestivas.
El cáncer de pulmón es un tumor maligno que se origina en la mucosa bronquial o las glándulas de los pulmones. Es uno de los tumores malignos con mayor morbilidad y mortalidad y mayor amenaza para la salud y la vida humana.
La diabetes es una enfermedad crónica con hiperglucemia como signo principal. Es causada principalmente por una disminución en la secreción de insulina causada por una disfunción de las células de los islotes pancreáticos, o porque el cuerpo es insensible a la acción de la insulina (es decir, resistencia a la insulina), o ambas cosas. la glucosa en la sangre es ineficaz para ser utilizada y almacenada.
El sistema digestivo es uno de los nueve sistemas principales del cuerpo humano y es el principal responsable de la ingesta, digestión, absorción y excreción de los alimentos. Consta de dos partes principales: el tracto digestivo y las glándulas digestivas.
predicate logic
Individuals, predicates, quantifiers and functions
individual
The object considered by the proposition is called an individual
An individual is something that exists independently. Individuals can be specific, such as 5, 3, 2, and Zhang San can also be abstract, such as people.
Specific and specific individuals are called individual constants
Uncertain individuals are called individual variables
When discussing individuals, it is usually necessary to specify the scope of the individual discussion, which is called the individual domain, represented by D. It is generally assumed that D is not empty
We take all imaginable objects in the world, such as all animals, all plants The set composed of objects, all letters, all numbers, etc. is called the total individual domain, simply Called the global domain, it is the largest individual domain.
predicate
Words that express individual properties and relationships between individuals are called predicates. predicate is relation
The predicate that expresses the properties of an individual is called a 1-element predicate, which expresses the properties of n individuals. The predicate of the relationship between is called n-ary predicate.
For any n-ary predicate, in order to express the predicate and its arity at the same time, Like expressing an n-ary function, it is expressed in the form of P(x1, x2, · · · , xn).
And G(x, y) : x > y, it is a function about propositions, called propositional functions
The selection of predicate is related to the individual domain
If considered in the universe, two predicates are needed
P(x) is called the characteristic predicate,
quantifier
Another way to make P(x) a proposition is to quantify the individual variables x
universal quantification
Quantification exists.
Words that express individual quantitative characteristics are called quantifiers
universal quantifier ∀
existential quantifier ∃
The current quantification is only performed on individuals and not on predicates, so it is called first-order predicates. word logic
The quantifier must be followed by Volume variables, such as ∀x, ∀y, · · · , ∀δ, ∃x, ∃y, · · · , ∃δ. Therefore, ∀x, ∃x is a overall. The individual variables following the quantifier are called guide variables
If all individual variables in the propositional function are quantified, we get a proposition question
The role or jurisdiction of the quantifier ∀x or ∃x is called the scope or scope of ∀x or ∃x, and the individual variable x within the scope is called the constraint variable.
If there are brackets after the quantifier, the part inside the brackets is its scope, such as ∀x(P(x)→D(x));
If there are no brackets, the part adjacent to the quantifier is the scope, such as ∃xP(x).
Variables that are not bound by any quantifier are called free variables
letters
To express "Zhang San's father", "the sum of the squares of two numbers", etc., we need to use functions Numbers are commonly called functions in predicate logic.
Symbolization of predicate formulas and propositions
predicate formula
Predicate formula (predicate formula) is referred to as formula, which is the same as the understanding of proposition formula. In this way, as long as it is a correctly written symbol string or expression with clear meaning (including predicates) is the predicate formula
Corresponds to any natural number n, n-ary predicate P and n arbitrary individuals t1,t2, · · · ,tn, P(t1,t2, · · · ,tn) is a predicate formula.
A is a predicate formula, then ¬A is a predicate formula.
If A and B are predicate formulas, then A ⋆ B is a predicate formula, where ⋆ is a binary Logical connectives.
If A is a predicate formula, then ∀xA, ∃xA are predicate formulas.
The symbol string obtained by using (1)(2)(3)(4) above a finite number of times is the only predicate formula.
If A and B are predicate formulas, then A ⋆ B is a predicate formula, where ⋆ is a binary Logical connectives.
Symbolization of propositions
The steps to symbolize propositions in predicate logic are as follows
(1) Find all individual constants in the proposition and express them with a, b, c, · · · , ai, bi, · · ·;
(2) Identify all predicates that should be selected in a given individual domain, paying special attention to properties Predicate selection;
(3) Determining quantifier;
(4) Determine the wording;
(5) Find the connectives to symbolize the given proposition.
Explanation and types of predicate formulas
Explanation of predicate formula
There are infinitely many interpretations of the predicate formula, and each interpretation (interpretation) I consists of 5 Composed of parts,
Specify individual domain D.
Assigning truth values to propositional arguments in predicate formulas
Interpret the individual constants and their free variables in the predicate formula as specifying the individual domain D elements in
Interpret functions in predicate formulas as functions on D
Interpret predicates in predicate formulas as predicates on D
Logical Equivalence of Two Eliminating Quantifiers
Type of predicate formula
A predicate formula that is true under any interpretation is called a permanent true or valid formula
(Eternally true formula substitution theorem) For any eternally true formula in propositional logic, such as (p → q) ∧ p → q, replace all propositional variables with any predicate formula A, B respectively The predicate formula (A → B) ∧ A → B obtained by p, q is the eternal true formula
There is both an interpretation of 1 and a predicate that has an interpretation of 0 The formula is called neutral or accidental
The neutral predicate formula cannot be determined within a finite number of steps; the ever-true (or ever-false) predicate formula can be determined in Determination within limited steps.
Reasoning in predicate logic
logical implication
Suppose H1, H2, · · · , Hn and C are propositional formulas. If H1, H2, · · · , Hn are all true, It can be concluded that C is necessarily true, then it is said that the inference of C is derived from H1, H2, · · · ,Hn The form is valid (valid argument form), denoted as H1, H2, · · · ,Hn ⇒ C.
Suppose H1, H2, · · · ,Hn and C are propositional formulas, then the filling of H1,H2, · · · ,Hn ⇒ C The necessary condition is that H1 ∧ H2 ∧ · · · ∧ Hn → C is a permanent formula, That is, H1 ∧ H2 ∧ · · · ∧ Hn ⇒ C
basic inference rules
The following logical implication holds: (1) ∀xA(x) ∨ ∀xB(x) ⇒ ∀x(A(x) ∨ B(x)). (2) ∃x(A(x) ∧ B(x)) ⇒ ∃xA(x) ∧ ∃xB(x).
Predicate normal form of predicate formula
Definition of predicate normal form of predicate formula
Assume A is a predicate formula, if A = Q1x1Q2x2 · · · Qnxn(· · · B · · ·)(n ≥ 0), Where Qi is ∀ or ∃, and there is no component in B, it is called A = Q1x1Q2x2 · · · Qnxn(· · · B · · ·) is the forward normal form of A
Calculation of predicate formula's normal form
1. Reduce the logical connectives to predicate formulas containing only ¬, ∧, ∨.
2. Use the following two equivalent expressions to move the negative connective inwards. (1) ¬∀xA(x) = ∃x¬A(x) (2) ¬∃xA(x) = ∀x¬A(x)
3. Use equivalent expressions to move all quantifiers to the front, using renaming techniques if necessary.
Logically equivalent predicate formulas
Definition of predicate formula equivalent
Assume A and B are predicate formulas. If A and B have the same value under any interpretation, Then A and B are said to be logically equivalent, denoted as A = B.
The necessary and sufficient condition for A = B is that the predicate formula A ↔ B is always true.
basic equivalence
¬∀xA(x) = ∃x¬A(x).
¬∃xA(x) = ∀x¬A(x).
∀x(A(x) ∧ B) = ∀xA(x) ∧ B
∀x(A(x) ∨ B) = ∀xA(x) ∨ B
∃x(A(x) ∧ B) = ∃xA(x) ∧ B
∃x(A(x) ∨ B) = ∃xA(x) ∨ B.
∀x(A(x) ∧ B(x)) = ∀xA(x) ∧ ∀xB(x)
∀ is assignable to ∧, but ∀x(A(x) ∨ B(x)) ̸= ∀xA(x) ∨ ∀xB(x). For example, Given the interpretation I, D = Z, A(x) : x is even, B(x) : x is odd.
∃x(A(x) ∨ B(x)) = ∃xA(x) ∨ ∃xB(x)
∃ is assignable to ∨, but ∃x(A(x) ∧ B(x) ̸= ∃xA(x) ∧ ∃xB(x).
double weight word
∀x∀yA(x, y) = ∀y∀xA(x, y).
∃x∃yA(x, y) = ∃y∃xA(x, y)
The equivalent substitution theorem still holds in predicate logic.