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Young Won Lim 3/17/18 Implication (6A)

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Page 1: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Young Won Lim3/17/18

Implication (6A)

Page 2: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Young Won Lim3/17/18

Copyright (c) 2015 – 2018 Young W. Lim.

Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version published by the Free Software Foundation; with no Invariant Sections, no Front-Cover Texts, and no Back-Cover Texts. A copy of the license is included in the section entitled "GNU Free Documentation License".

Please send corrections (or suggestions) to [email protected].

This document was produced by using LibreOffice and Octave.

Page 3: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 3 Young Won Lim

3/17/18

Semantics of Implication Rule

Suppose A → B is trueIf A is true then B must be true

Suppose A → B is falseIf A is true then B must be false

Suppose A → B is trueIf A is false then we do not know whether B is true or false

A B A→B T T TT F FF T TF F T

(1)

(2)

(3)

(3)

(2)

(1)

Page 4: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 4 Young Won Lim

3/17/18

Material Implication & Logical Implication

Given two propositions A and B,If A ⇒ B is a tautologyIt is said that A logically implies B (A ⇛ B)

Material Implication A ⇒ B (not a tautology)Logical Implication A ⇛ B (a tautology)

A B A⇒B T T TT F FF T TF F T

A B A∧B A∧B ⇒ A

T T T TT F F TF T F TF F F T

A∧B ⇛ A

tautology

in every interpretation

A → BA ⇒ B

Page 5: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 5 Young Won Lim

3/17/18

Logical consequences

https://en.wikipedia.org/wiki/Logical_consequence

Page 6: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 6 Young Won Lim

3/17/18

Proofs and Models

https://en.wikipedia.org/wiki/Logical_consequence

The two prevailing techniques for providing accounts of logical consequence involve expressing the concept via● proofs ● models

Logical Consequences● syntactic consequence – proof theory ⊢● semantic consequence – model theory ⊨

Page 7: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 7 Young Won Lim

3/17/18

Syntactic vs Semantic Consequences

https://en.wikipedia.org/wiki/Logical_consequence

Page 8: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 8 Young Won Lim

3/17/18

Syntactic Consequence Example

A B A⇒B T T TT F FF T TF F T

A B A∧B A∧B ⇒ A

T T T TT F F TF T F TF F F T

Entailment A∧B ⊢ A, or A∧B ⇛ A

No need ● models● interpretations

logicalconsequence

syntacticconsequence

Page 9: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 9 Young Won Lim

3/17/18

Semantic Consequence Example (1)

A B A⇒B T T TT F FF T TF F T

A B A∧B A∧B ⇒ A

T T T TT F F TF T F TF F F T

Interpretation I1Interpretation I2Interpretation I3Interpretation I4

Interpretation I1Interpretation I2Interpretation I3Interpretation I4

But if we force the use of ● implications● models

Page 10: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 10 Young Won Lim

3/17/18

Semantic Consequence Example (2)

A B A⇒B T T TT F FF T TF F T

A B A∧B A∧B ⇒ A

T T T TT F F TF T F TF F F T

Entailment A∧B ⊨ A, or A∧B ⇛ A

a Model of A⇒B

a Model of A⇒B a Model of A⇒B

a Model of A B ∧ ⇒ A a Model of A B ∧ ⇒ A a Model of A B ∧ ⇒ A a Model of A B ∧ ⇒ A

a Model of A B ∧

a Model of Aa Model of A

A ⇛ B

logicalconsequence

syntacticconsequence

Page 11: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 11 Young Won Lim

3/17/18

Entailment

A B A⇒B T T TT F FF T TF F T

A B A∧B A∧B ⇒ A

T T T TT F F TF T F TF F F T

any model that makes A∧B true

also makes A true : A∧B A⊨

No case : True ⇒ False

Entailment A∧B ⊨ A, or A∧B ⇛ A

if A→B holds in every model then A B⊨ , and conversely if A B⊨ then A→B is true in every model

semanticconsequence

logical consequence

Page 12: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 12 Young Won Lim

3/17/18

Logic and Venn diagram (1)

S N S⇒N T T TT F FF T TF F T

S N

case

case

case

case

Page 13: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 13 Young Won Lim

3/17/18

Logic and Venn diagram (2)

p q r p→qT T T TT T F TT F T FT F F FF T T TF T F TF F T TF F F T

case case case case case case case case

p q

r

Page 14: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 14 Young Won Lim

3/17/18

Material Implication and Venn Diagram

S N S⇒N T T TT F FF T TF F T

When S⇒N is True

S N

S N

S̄ N̄

S N

case case case case

Page 15: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 15 Young Won Lim

3/17/18

When S N⇒ is a true statement

S N S⇒N T T TT F FF T TF F T

S⇒N is True

if the conditional statement (S⇒N) is a true statement, then the consequent N must be true if S is true the antecedent S can not be true without N being true

(1)

(2)

(1)(2)

S N

cases ++

case case case case

Page 16: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 16 Young Won Lim

3/17/18

S ⊆ N

if the conditional statement (S⇒N) is a true statement,

then the consequent N must be true if S is true

S⊆N x∈S x∈N

S⇒N

S N

case cases +

Page 17: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 17 Young Won Lim

3/17/18

~N ⊆ ~S

if the conditional statement (S⇒N) is a true statement,

the antecedent S can not be true without N being true

¬N⇒¬S

¬N⊆¬S x∈¬N x∈¬S

SN

case cases +

Page 18: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 18 Young Won Lim

3/17/18

Material Implication vs. Logical Consequence

S⇒N

S N

S

N

S⇛N

Material Implication Logical Consequences

T⇒F exists Always True (Tautology)

S ⊢ N syntactic (proof)

S ⊨ N semantic (model)

entailment

Page 19: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 19 Young Won Lim

3/17/18

Implication

http://en.wikipedia.org/wiki/

S NS

N

If S, then N.

S implies N.

N whenever S.

S is sufficient for N.

S only if N.

not S if not N.

not S without N.

N is necessary S.

Page 20: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 20 Young Won Lim

3/17/18

Necessity and Sufficiency

S N

S

N

condition that must be satisfied for S

necessity for S

without N, it can’t be S

S only if N

condition that guarantees N

sufficiency for N

S satisfies at least N N if S

Page 21: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 21 Young Won Lim

3/17/18

Other Necessary Conditions

http://philosophy.wisc.edu/hausman/341/Skill/nec-suf.htm`

Get A Term Paper submitted

S N

necessary conditions of S

Get ATerm Paper

S only if N

not S if not N

Midterm taken

Final test taken

Rank < 15%

requirement 1

requirement 2

requirement n

Page 22: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Implication (2A) 22 Young Won Lim3/17/18

Other Sufficient Conditions

http://philosophy.wisc.edu/hausman/341/Skill/nec-suf.htm`

score 100 on every work

Get A

S N

sufficient conditions of N

Get ‘A’

N if S

N whenever STerm Paper

score 100 on every work

Case 1Case 1

Case 2

Case 3

Case n

case 1:100, 95, 90, …

case 2:80, 95, 99, …

necessary conditions of Get A

Page 23: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 23 Young Won Lim

3/17/18

Necessity Definition

http://philosophy.wisc.edu/hausman/341/Skill/nec-suf.htm

Definition: A necessary condition for some state of affairs S is a condition that must be satisfied in order for S to obtain.

a necessary condition for getting an A in 341 is that a student hand in a term paper.

This means that if a student does not hand in a term paper, then a student will not get an A,

or, equivalently, if a student gets an A, then a student hands in a term paper.

Page 24: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 24 Young Won Lim

3/17/18

Sufficiency Definition

http://philosophy.wisc.edu/hausman/341/Skill/nec-suf.htm`

Definition: A sufficient condition for some state of affairs N is a condition that, if satisfied, guarantees that N obtains.

a sufficient condition for getting an A in 341 is getting an A on every piece of graded work in the course.

This means that if a student gets an A on every piece of graded work in the course, then the student gets an A.

Handing in a term paper is not a sufficient condition for getting an A in the course.

It is possible to hand in a term paper and not to get an A in the course.

Getting an A on every piece of graded work is not a necessary condition for getting an A in the course.

It is possible to get an A in the course even though one fails to get an A on some piece of graded work.

Page 25: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 25 Young Won Lim

3/17/18

IF / Only IF

http://en.wikipedia.org/wiki/Derivative

"Madison will eat the fruit if it is an apple."

"Only if Madison will eat the fruit, is it an apple;"

"Madison will eat the fruit ← fruit is an apple"

● This states simply that Madison will eat fruits that are apples.

● It does not, however, exclude the possibility that Madison might also eat bananas or other types of fruit.

● All that is known for certain is that she will eat any and all apples that she happens upon.

● That the fruit is an apple is a sufficient condition for Madison to eat the fruit.

apple

eatcherry

banana

apple

eat

boil

sell

sufficient conditions

necessary conditions

Page 26: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 26 Young Won Lim

3/17/18

IF / Only IF

http://en.wikipedia.org/wiki/Derivative

"Madison will eat the fruit only if it is an apple."

"If Madison will eat the fruit, then it is an apple"

"Madison will eat the fruit → fruit is an apple"

● This states that the only fruit Madison will eat is an apple.

● It does not, however, exclude the possibility that Madison will refuse an apple if it is made available

● in contrast with (1), which requires Madison to eat any available apple.

● In this case, that a given fruit is an apple is a necessary condition for Madison eating it.

● It is not a sufficient condition since Madison might not eat all the apples she is given.

eat

applerefuse

sell

apple : a necessary condition

eat

apple

fish

bread

eat : a sufficient condition

Page 27: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 27 Young Won Lim

3/17/18

IF / Only IF

http://en.wikipedia.org/wiki/Derivative

"Madison will eat the fruit if it is an apple."

"Only if Madison will eat the fruit, is it an apple;"

"Madison will eat the fruit ← fruit is an apple"

● This states simply that Madison will eat fruits that are apples.

● It does not, however, exclude the possibility that Madison might also eat bananas or other types of fruit.

● All that is known for certain is that she will eat any and all apples that she happens upon.

● That the fruit is an apple is a sufficient condition for Madison to eat the fruit.

"Madison will eat the fruit only if it is an apple."

"If Madison will eat the fruit, then it is an apple"

"Madison will eat the fruit → fruit is an apple"

● This states that the only fruit Madison will eat is an apple.

● It does not, however, exclude the possibility that Madison will refuse an apple if it is made available

● in contrast with (1), which requires Madison to eat any available apple.

● In this case, that a given fruit is an apple is a necessary condition for Madison eating it.

● It is not a sufficient condition since Madison might not eat all the apples she is given.

apple

apple

eat apple

eat

Page 28: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 28 Young Won Lim

3/17/18

IF / Only IF

http://en.wikipedia.org/wiki/Derivative

Madison will eat the fruit if it is an apple.

Only if Madison will eat the fruit, is it an apple.If Madison will not eat the fruit, it is not an apple.

fruit is an apple → Madison will eat the fruit ←

A → E

Madison will eat the fruit only if it is an apple.Madison will not eat the fruit, if it is not an apple.

If Madison will eat the fruit, then it is an apple.

Madison will eat the fruit → fruit is an apple

E → A

apple eat

orange

banana

appleeat apple

eat

apple: a sufficient condition

eat apple

sell

boil

apple: a necessary condition

Page 29: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 29 Young Won Lim

3/17/18

IFF

http://en.wikipedia.org/wiki/Derivative

"Madison will eat the fruit if and only if it is an apple"

"Madison will eat the fruit ↔ fruit is an apple"

● This statement makes it clear that Madison will eat all and only those fruits that are apples.

● She will not leave any apple uneaten, and ● she will not eat any other type of fruit. ● That a given fruit is an apple is both a necessary and a

sufficient condition for Madison to eat the fruit.

Page 30: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 30 Young Won Lim

3/17/18

Necessary Condition (1)

Discrete Mathematics, Johnsonbaugh

Definition: A condition that is necessary for a particular outcome to be achieved.

The condition does not guarantee the outcome; but

if the condition does not hold, the outcome will not achieved

if the Cubs win the World Series, we can be sure that they signed a right-handed relief pitcher,

since, without such a signing, they would not have won the World Series.

winsigning

N2

N3

Page 31: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 31 Young Won Lim

3/17/18

Necessary Condition (2)

Discrete Mathematics, Johnsonbaugh

if the Cubs win the World Series, we can be sure that they signed a right-handed relief pitcher,

since, without such a signing, they would not have won the World Series.

The equivalent statement:

if the Cubs win the World Series,

then they signed a right-handed relief pitcher

The conclusion expresses a necessary condition

winsigning

N2

N3

Page 32: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 32 Young Won Lim

3/17/18

Necessary Condition (3)

Discrete Mathematics, Johnsonbaugh

if the Cubs win the World Series, we can be sure that they signed a right-handed relief pitcher,

since, without such a signing, they would not have won the World Series.

Not equivalent statement:

if the Cubs sign a right-handed relief pitcher,

then they win the World Series

Signing a right-handed relief pitcher

does not guarantee a World Series win.

However, not signing a right-handed relief pitcher

guarantees that they will not win the World Serieswin

signing

N2

N3

Page 33: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 33 Young Won Lim

3/17/18

Sufficient Condition (1)

Discrete Mathematics, Johnsonbaugh

Definition: a condition that suffices to guarantee a particular outcome.

If the condition does not hold,

the outcome might be achieved in other ways

or it might not be achieved at all; but

If the condition does hold, the outcome guaranteed.

To be sure that Maria visits France, it suffices for her to go to the Eiffel Tower.

There are surely other ways to ensure that Maria visits France; for example, she could go to Lyon.

EiffelFrance

nantes

Lyon

sufficient conditions

Page 34: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 34 Young Won Lim

3/17/18

Sufficient Condition (2)

Discrete Mathematics, Johnsonbaugh

To be sure that Maria visits France, it suffices for her to go to the Eiffel Tower.

There are surely other ways to ensure that Maria visits France; for example, she could go to Lyon.

The equivalent statement:

If Maria goes to the Eiffel Tower, then she visits France

The hypothesis expresses a sufficient condition

EiffelFrance

nantes

Lyon

sufficient conditions

Page 35: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 35 Young Won Lim

3/17/18

Sufficient Condition (3)

Discrete Mathematics, Johnsonbaugh

To be sure that Maria visits France, it suffices for her to go to the Eiffel Tower.

There are surely other ways to ensure that Maria visits France; for example, she could go to Lyon.

Not equivalent statement:

If Maria visits France, then she goes to the Eiffel Tower.

There are ways other than going to the Eiffel Tower to ensure that Maria visits France

EiffelFrance

nantes

Lyon

sufficient conditions

Page 36: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 36 Young Won Lim

3/17/18

Implication in First Order Logic

Discrete Mathematics, Johnsonbaugh

Every student in this class has studied Java.

class

java

sufficient conditions

class java

class

java ∀ x (C (x) → J (x))

Page 37: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 37 Young Won Lim

3/17/18

Implication in First Order Logic

Discrete Mathematics and its Applications, Rosen

Some student in this class has studied Java.

class

java

sufficient conditions

class java

class

java

∃x (C (x) ∧ J (x))

Page 38: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 38 Young Won Lim

3/17/18

To prove implications by contradiction

Discrete Mathematics and its Applications, Rosen

P Q

P

Q

¬(¬p∨q)

Assume this is false

p∧¬q

Assume P is true and Q is false

Derive contradiction

Page 39: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Logic (6A)Implication 39 Young Won Lim

3/17/18

Indirect Proof

¬p p q rF T T TF T T FF T F TF T F FT F T TT F T FT F F TT F F F

p→qTTFFTTTT

p∧¬qFFTTFFFF

r∧¬rFFFFFFFF

(p∧¬q)→(r∧¬r)TTFFTTTT

contradiction

Page 40: Implication (6A) - Wikimedia · "Madison will eat the fruit if it is an apple." "Only if Madison will eat the fruit, is it an apple;" "Madison will eat the fruit ← fruit is an apple"

Young Won Lim3/17/18

References

[1] http://en.wikipedia.org/[2] http://web.stanford.edu/class/archive/cs/cs103/cs103.1132/lectures/02/Small02.pdf