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Discrete Mathematics Logic
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Propositions A proposition is a statement or sentence that can be determined to be either true or false (but no both). Examples: The only positive integers that divide 7 are 1 and 7 itself. Buy two tickets for Friday concert. Earth is the only planet in the universe that contains life.
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Example Use variable to represent propositions P: 1+1=3
P: It is raining outside P: Today is Tuesday
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Connectives If p and q are propositions, new compound propositions can be formed by using connectives Most common connectives: Conjunction (and) ^ Disjunction (or) Negation (not) ~ Exclusive-OR v Condition (if … then) Bi-Condition
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Example P: It is raining Q: It is cold
Form a new compound statement by combining these two statements P Q : It is raining and it is cold P Q : It is raining or it is cold
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Truth table of conjunction
The truth values of compound propositions can be described by truth tables. Truth table of conjunction P Q is true only when both P and Q are true. P Q P Q T F
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Example Let P = “A decade is 10 years”
Let Q = “A millennium is 100 years” P Q = “A decade is 10 years” and “A millennium is 100 years” If P is true and Q is false then conjunction is false
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Truth table of disjunction
The truth table of disjunction is p q is false only when both p and q are false Example: p = "John is a programmer", q = "Mary is a lawyer" p v q = "John is a programmer or Mary is a lawyer" P Q P Q T F
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Negation Negation of P: in symbols ~P or ⌐P
~P is false when P is true, ~P is true when P is false Example, P : "John is a programmer" ~P = "John is not a programmer" P ~P T F
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E.g P: Paris is the capital of England ~P: Paris is not capital of England
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Exclusive disjunction
“Either P or Q” (but not both), in symbols P Q P Q is true only when P is true and Q is false, or P is false and Q is true. Example: p = "John is programmer, q = "Mary is a lawyer" p v q = "Either John is a programmer or Mary is a lawyer" P Q P v Q T F
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More compound statements
Let p, q, r be simple statements We can form other compound statements, such as (pq)^r p(q^r) (~p)(~q) (pq)^(~r) and many others…
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Example: truth table of (P Q)R
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Conditional propositions
A conditional proposition is of the form “If P then Q” In symbols: P Q Example: P = " A bottle contains acid" Q = “A bottle has a label” P Q = “If a bottle contains acid then it has a label "
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P Q is true when both p and q are true
Truth table of P Q P Q P Q T F P Q is true when both p and q are true or when P is false
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Example If the mathematics department gets an additional $40,000 then it will hire one new faculty member. Let P: The Mathematics Department gets an additional $40,000 and Q: The mathematics Department will hire one new faculty member.
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Hypothesis and conclusion
In a conditional proposition P Q, P is called the hypothesis Q is called the conclusion
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Example For all real number x if x > 0 then x2 > 0
For example x=3 , 3 > 0 then 32 > 0 both are true. x=-2 , -2 > 0 is false but -22 > 0
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Logical equivalence Two propositions are said to be logically
equivalent if their truth tables are identical. Example: ~P Q is logically equivalent to P Q P Q ~P Q P Q T F
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Converse The converse of p q is q p These two propositions
are not logically equivalent p q p q q p T F
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They are logically equivalent.
Contrapositive The contrapositive of the proposition p q is ~q ~p. They are logically equivalent. p q p q ~q ~p T F
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p q is logically equivalent to (p q)^(q p)
Bi-Conditional The double implication “p if and only if q” is defined in symbols as p q p q is logically equivalent to (p q)^(q p) p q p q (p q) ^ (q p) T F
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Tautology A proposition is a tautology if its truth table contains only true values for every case Example: p p v q p q p p v q T F
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Contradiction A proposition is a tautology if its truth table contains only false values for every case Example: p ^ ~p p p ^ (~p) T F
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De Morgan’s laws for logic
The following pairs of propositions are logically equivalent: ~ (p q) and (~p)^(~q) ~ (p ^ q) and (~p) (~q)
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Quantifiers A propositional function P(x) is a statement involving a variable x For example: P(x): 2x is an even integer x is an element of a set D For example, x is an element of the set of integers D is called the domain of P(x)
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For every and for some Most statements in mathematics and computer science use terms such as for every and for some. For example: For every triangle T, the sum of the angles of T is 180 degrees. For every integer n, n is less than p, for some prime number p.
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Universal quantifier One can write P(x) for every x in a domain D
In symbols: x P(x) is called the universal quantifier
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Inference Or Deduction
An argument is a sequence of propositions written as below : p1, p2 , p3 , p4 , p5 ,,…, , pn, therefore q. (if p1v p2v,.., pn then q) or (if p1 ^p2 ^,.., pn then q) the propositions p1, .., pn, are called hypotheses (premises) and proposition q is called conclusion (consequent). The above argument is valid if the consequent can be proven from the premises. Validity can be shown using truth table or by using theorems / rules.
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Rules of Inference Addition p , therefore p v q Simplification
(read as if we know p is true, therefore we know p or q is true) Simplification p ^ q , therefore p Conjunction p , q , therefore p ^ q
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Rules of Inference (contd..)
Modus Ponens p q , p, therefore q Modus Tollens ~ q, p q , therefore ~p Hypothetical Syllogism p q, q r, therefore p r Disjunctive Syllogism p v q , ~ p, therefore q Resolution p v q, ~ p v r , therefore q v r
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Example State which rule of inference is the basis of the following argument : “ It is below freezing now. Therefore it is either below freezing or raining now.” - addition rule “It is below freezing and raining now. Therefore, it is below freezing now. “ - simplification rule “Rules : If it snows today, then we will go skiing” Fact : it snows today. Conclude: We will go skiing” - modus ponens
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Problem Show that the hypotheses :
“ It is not sunny this afternoon and it is colder than yesterday.” Will conclude : “We will be home by sunset “ Given the following fact : “We will go swimming only if it is sunny. If we do not go swimming, then we will take a canoe trip. If we take a canoe trip we will be home by sunset”
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