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Cooperating Intelligent Systems. First-order predicate logic Chapter 8, AIMA. Why first order logic (FOL)?. Logic is a language we use to express knowledge. Propositional (boolean) logic is too limited; complex environments cannot be described in a concise way.

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cooperating intelligent systems

Cooperating Intelligent Systems

First-order predicate logic

Chapter 8, AIMA

why first order logic fol
Why first order logic (FOL)?
  • Logic is a language we use to express knowledge.
  • Propositional (boolean) logic is too limited; complex environments cannot be described in a concise way.
  • First order logic (predicate calculus) can express common-sense knowledge.
first order logic fol
First-order logic (FOL)

Builds on:

  • Objects:Man, woman, house, car, conflict,...
  • Relations (between objects): Unary properties (red, green, nice,...)N-ary relations (larger, below,...)
  • Functions:Father of, brother of, beginning of
first order logic fol syntax
First-order logic (FOL)Syntax

Components

ConstantsA, 125, Q, John, KingJohn, TheCrown, EiffelTower, Wumpus, HH, Agent,...

Function constants (of all ”arities”)FatherOf1, DistanceBetween2, Times2, LeftLegOf1, NeighborOf1, King1,...

Relations (predicates, of all ”arities”)Parent2, Brother2, Married2, Before2, Ontop2, Orange1,...

Connectives and separators∨ ∧ ¬ ⇒ ( ) ,

The superscript denotes the ”arity” = the number of arguments

first order logic fol syntax7
First-order logic (FOL)Syntax

Components

ConstantsA, 125, Q, John, KingJohn, TheCrown, EiffelTower, Wumpus, HH, Agent,...

Function constants (of all ”arities”)FatherOf1, DistanceBetween2, Times2, LeftLegOf1, NeighborOf1, KingOf1,...

FatherOf(John)

DistanceBetween(Timisoara,Lugoj)

Times(6,8)LeftLegOf(KingJohn)NeighborOf(Square31)KingOf(England)

first order logic fol syntax8
B

C

First-order logic (FOL)Syntax

Components

ConstantsA, 125, Q, John, KingJohn, TheCrown, EiffelTower, Wumpus, HH, Agent,...

Relations (predicates, of all ”arities”)Parent2, Brother2, Married2, Before2, Ontop2, Orange1,...

Parent(Bill,John)

Brother(RichardTheLionheart,KingJohn)

Married(CarlXVIGustaf,Silvia)Before(A,B)OnTop(Block(B),Block(C))Orange(Block(C))

slide9
Unary

Binary

R = RichardTheLionheart

J = KingJohn

C = Crown

Object constants

Function constants

LeftLegOf(R)

LeftLegOf(J)

Relations (predicates)

Person(R)

Person(J)

King(J)

Crown(C)

Brother(J,R)

Brother(R,J)

OnHead(C,J)

first order logic fol syntax10
First-order logic (FOL)Syntax

Terms

  • An object constant is a term
  • A complete function constant is a term (complete = all arguments given)
  • A variable is a term(more on this later...)
first order logic fol syntax11
First-order logic (FOL)Syntax

Sentences

Atomic sentenceA complete predicate symbol (relation)Brother(RichardTheLionheart,KingJohn), Dead(Mozart), Married(CarlXVIGustaf,Silvia), Orange(Block(C)),...

Complex sentenceFormed by sentences and connectivesDead(Mozart) ∧ Composer(Mozart), ¬King(RichardTheLionheart) ⇒ King(KingJohn),King(CarlXVIGustaf) ∧ Married(CarlXVIGustaf,Silvia) ⇒ Queen(Silvia)

Semantics: The truth value of complex sentences is determined with truth tables

first order logic fol syntax13
First-order logic (FOL)Syntax

Variables and quantifiers

Variables refer to unspecified objects in the domain. They are denoted by lower case letters (at the end of the alphabet)x, y, z, ...

Quantifiers constrain the meaning of a variable in a sentence. There are two quantifiers: ”For all” (∀) and ”There exists” (∃)

Existential quantifier

Universal quantifier

first order logic fol syntax14
First-order logic (FOL)Syntax

Variables and quantifiers

(∀ ”For all...”)

first order logic fol syntax16
First-order logic (FOL)Syntax

Variables and quantifiers

(∃ ”There exists...”)

first order logic fol syntax17
First-order logic (FOL)Syntax

Variables and quantifiers

(∃ ”There exists...”)

first order logic fol syntax20
First-order logic (FOL)Syntax

Nested quantifiers

The order of ∀ and ∃ matters!

quantifier duality
Quantifier duality

DeMorgan’s rules

Ponder these for a while...

family fun
Family fun

Family axioms:

”A mother is a female parent”

”A husband is a male spouse”

”You’re either male or female”

”A child’s parent is the parent of the child” (sic!)

”My grandparents are the parents of my parents”

”Siblings are two children who share the same parents”

”A first cousin is a child of the siblings of my parents”

...etc.

Family theorems:

Sibling is reflexive

© 1998, Jon A. Davis

Write these in FOL

family fun23
Family fun

Family axioms:

∀m,c (m = Mother(c)) ⇔ (Female(m) ∧ Parent(m,c))

∀w,h Husband(h,w) ⇔ Male(h) ∧ Spouse(h,w)

∀x Male(x) ⇔¬Female(x)

∀p,c Parent(p,c) ⇔Child(c,p)

∀g,c Grandparent(g,c) ⇔∃p (Parent(g,p) ∧ Parent(p,c))

∀x,y Sibling(x,y) ⇔ (∃p (Parent(p,x) ∧ Parent(p,y))) ∧ (x ≠ y)

∀x,y FirstCousin(x,y) ⇔∃p,s (Parent(p,x) ∧ Sibling(p,s) ∧ Parent(s,y))

...etc.

Family theorems:

∀x,y Sibling(x,y) ⇔ Sibling(y,x)

...etc.

© 1998, Jon A. Davis

Spouse(Gomez,Morticia)Parent(Morticia,Wednesday)Sibling(Pugsley,Wednesday)Sister(Ophelia,Morticia)FirstCousin(Gomez,Itt)

∃p (Parent(p,Morticia) ∧ Sibling(p,Fester))

matematical fun
Matematical fun
  • ”The square of every negative integer is positive”
    • ∀x [Integer(x) ∧ (x > 0)⇒ (x2 > 0)]
    • ∀x [Integer(x) ∧ (x < 0)⇒ (x2 > 0)]
    • ∀x [Integer(x) ∧ (x ≤ 0)⇒ (x2 > 0)]
    • ∀x [Integer(x) ∧ (x < 0)∧ (x2 > 0)]
  • ”Not every integer is positive”
    • ∀x [¬Integer(x) ⇒(x > 0)]
    • ∀x [Integer(x) ⇒(x ≤ 0)]
    • ∀x [Integer(x) ⇒¬(x > 0)]
    • ¬∀x [Integer(x) ⇒(x > 0)]

Borrowed from http://people.hofstra.edu/faculty/Stefan_Waner/RealWorld/logic/logic7.html

matematical fun25
Matematical fun
  • ”The square of every negative integer is positive”
    • ∀x [Integer(x) ∧ (x > 0)⇒ (x2 > 0)]
    • ∀x [Integer(x) ∧ (x < 0)⇒ (x2 > 0)]
    • ∀x [Integer(x) ∧ (x ≤ 0)⇒ (x2 > 0)]
    • ∀x [Integer(x) ∧ (x < 0)∧ (x2 > 0)]
  • ”Not every integer is positive”
    • ∀x [¬Integer(x) ⇒(x > 0)]
    • ∀x [Integer(x) ⇒(x ≤ 0)]
    • ∀x [Integer(x) ⇒¬(x > 0)]
    • ¬∀x [Integer(x) ⇒(x > 0)]

Borrowed from http://people.hofstra.edu/faculty/Stefan_Waner/RealWorld/logic/logic7.html

the wumpus world revisited
4

3

2

1

2

3

4

1

The Wumpus world revisited

Object constants: Square s = [x,y], Agent, Time (t), Percept p = [p1,p2,p3,p4,p5], Gold

Predicates:

Pit(s), Breezy(s), EvilSmelling(s), Wumpus(s), Safe(s), Breeze(p,t), Stench(p,t), Glitter(p,t), Wall(p,t), Scream(p,t), Adjacent(s,r), At(Agent,s,t), Hold(Gold,t)

cf. the 275 rules in boolean KB

(There are other possible representations)

puzzles with nested quantifiers
Puzzles with nested quantifiers
  • Are both these statements true?

TRUE

FALSE

puzzles with nested quantifiers28
Puzzles with nested quantifiers
  • Are both these statements true?

TRUE

FALSE

translations
Translations...

Translate the following sentences to a first order logic expression

  • The product of two negative integers is positive
  • The difference of two negative integers is not necessarily negative

Examples borrowed from Aaron Blomfield @ University of Virginia & Kenneth Rosen, Discrete Math and Its Applications, 5th edition. McGraw Hill, 2003

translations30
Translations...

Translate the following sentences to a first order logic expression

  • The product of two negative integers is positive
  • The difference of two negative integers is not necessarily negative

Examples borrowed from Aaron Blomfield @ University of Virginia & Kenneth Rosen, Discrete Math and Its Applications, 5th edition. McGraw Hill, 2003

translations31
Translations...

Translate the following sentences to a first order logic expression

  • The product of two negative integers is positive
  • The difference of two negative integers is not necessarily negative

Examples borrowed from Aaron Blomfield @ University of Virginia & Kenneth Rosen, Discrete Math and Its Applications, 5th edition. McGraw Hill, 2003

translations32
Translations...

Translate the following sentences to a first order logic expression

  • The product of two negative integers is positive
  • The difference of two negative integers is not necessarily negative

Why not ∧ ?

Why not ⇒ ?

Examples borrowed from Aaron Blomfield @ University of Virginia & Kenneth Rosen, Discrete Math and Its Applications, 5th edition. McGraw Hill, 2003

translations33
Translations...

Translate the following sentences to a first order logic expression

  • The product of two negative integers is positive
  • The difference of two negative integers is not necessarily negative

Can we write yx ?

Why not ∧ ?

Why not ⇒ ?

Can we write yx ?

Examples borrowed from Aaron Blomfield @ University of Virginia & Kenneth Rosen, Discrete Math and Its Applications, 5th edition. McGraw Hill, 2003

translations34
Translations...

Translate the following sentences to a first order logic expression

  • There is a student at HH who has taken every mathematics course offered at HH.
  • Every salesman has at least one apple
translations35
Translations...

Translate the following sentences to a first order logic expression

  • There is a student at HH who has taken every mathematics course offered at HH.
  • Every salesman has at least one apple
translations36
Translations...

Translate the following sentences to a first order logic expression

  • There is a student at HH who has taken every mathematics course offered at HH.
  • Every salesman has at least one apple
translations37
Translations...

Translate the following sentences to a first order logic expression

  • There is a student at HH who has taken every mathematics course offered at HH.
  • Every salesman has at least one apple
translations38
Translations...

Translate the following sentences to a first order logic expression

  • There is a student at HH who has taken every mathematics course offered at HH.
  • Every salesman has at least one apple
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