Lets Talk About Logic Logic is a system

Let’s Talk About Logic • Logic is a system based on propositions. • A proposition is a statement that is either true or false (not both). • We say that the truth value of a proposition is either true (T) or false (F). • Corresponds to 1 and 0 in digital circuits January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 1

Logical Operators (Connectives) • Negation • Conjunction • Disjunction • Exclusive or • Implication • Biconditional (NOT) (AND) (OR) (XOR) (if – then) (if and only if) Truth tables can be used to show these operators can combine propositions to compound propositions. January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 2

Tautologies and Contradictions A tautology is a statement that is always true. Examples: • R ( R) • (P Q) ( P) ( Q) If S T is a tautology, we write S T. January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 3

Tautologies and Contradictions A contradiction is a statement that is always false. Examples: • R ( R) • ( (P Q) ( P) ( Q)) The negation of any tautology is a contradiction, and the negation of any contradiction is a tautology. January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 4

Propositional Functions Propositional function (open sentence): statement involving one or more variables, e. g. : x-3 > 5. Let us call this propositional function P(x), where P is the predicate and x is the variable. What is the truth value of P(2) ? false What is the truth value of P(8) ? false What is the truth value of P(9) ? true January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 5

Propositional Functions Let us consider the propositional function Q(x, y, z) defined as: x + y = z. Here, Q is the predicate and x, y, and z are the variables. What is the truth value of Q(2, 3, 5) ? true What is the truth value of Q(0, 1, 2) ? false What is the truth value of Q(9, -9, 0) ? true January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 6

Universal Quantification Let P(x) be a propositional function. Universally quantified sentence: For all x in the universe of discourse P(x) is true. Using the universal quantifier : x P(x) “for all x P(x)” or “for every x P(x)” (Note: x P(x) is either true or false, so it is a proposition, not a propositional function. ) January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 7

Universal Quantification Example: S(x): x is a UMB student. G(x): x is a genius. What does x (S(x) G(x)) mean ? “If x is a UMB student, then x is a genius. ” or “All UMB students are geniuses. ” January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 8

Existential Quantification Existentially quantified sentence: There exists an x in the universe of discourse for which P(x) is true. Using the existential quantifier : x P(x) “There is an x such that P(x). ” “There is at least one x such that P(x). ” (Note: x P(x) is either true or false, so it is a proposition, but no propositional function. ) January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 9

Existential Quantification Example: P(x): x is a UMB professor. G(x): x is a genius. What does x (P(x) G(x)) mean ? “There is an x such that x is a UMB professor and x is a genius. ” or “At least one UMB professor is a genius. ” January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 10

Quantification Another example: Let the universe of discourse be the real numbers. What does x y (x + y = 320) mean ? “For every x there exists a y so that x + y = 320. ” Is it true? yes Is it true for the natural numbers? no January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 11

Disproof by Counterexample A counterexample to x P(x) is an object c so that P(c) is false. Statements such as x (P(x) Q(x)) can be disproved by simply providing a counterexample. Statement: “All birds can fly. ” Disproved by counterexample: Penguin. January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 12

Negation ( x P(x)) is logically equivalent to x ( P(x)). See Table 3 in Section 1. 3. I recommend exercises 5 and 9 in Section 1. 3. January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 13

… and now for something completely different… Set Theory Actually, you will see that logic and set theory are very closely related. January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 14

Set Theory • Set: Collection of objects (“elements”) • a A “a is an element of A” “a is a member of A” • a A “a is not an element of A” • A = {a 1, a 2, …, an} “A contains…” • Order of elements is meaningless • It does not matter how often the same element is listed. January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 15

Set Equality Sets A and B are equal if and only if they contain exactly the same elements. Examples: • A = {9, 2, 7, -3}, B = {7, 9, -3, 2} : A=B • A = {dog, cat, horse}, B = {cat, horse, squirrel, dog} : A B • A = {dog, cat, horse}, B = {cat, horse, dog} : A=B January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 16

Examples for Sets “Standard” Sets: • Natural numbers N = {0, 1, 2, 3, …} • Integers Z = {…, -2, -1, 0, 1, 2, …} • Positive Integers Z+ = {1, 2, 3, 4, …} • Real Numbers R = {47. 3, -12, , …} • Rational Numbers Q = {1. 5, 2. 6, -3. 8, 15, …} (correct definition will follow) January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 17

Examples for Sets • • A= “empty set/null set” A = {z} Note: z A, but z {z} • A = {{b, c}, {c, x, d}} • A = {{x, y}} Note: {x, y} A, but {x, y} {{x, y}} • A = {x | P(x)} “set of all x such that P(x)” • A = {x | x N x > 7} = {8, 9, 10, …} “set builder notation” January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 18

Examples for Sets We are now able to define the set of rational numbers Q: Q = {a/b | a Z b Z+} or Q = {a/b | a Z b 0} And how about the set of real numbers R? R = {r | r is a real number} That is the best we can do. January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 19

Subsets A B “A is a subset of B” A B if and only if every element of A is also an element of B. We can completely formalize this: A B x (x A x B) Examples: A = {3, 9}, B = {5, 9, 1, 3}, A B ? true A = {3, 3, 3, 9}, B = {5, 9, 1, 3}, A B ? true A = {1, 2, 3}, B = {2, 3, 4}, January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets A B ? false 20

Subsets Useful rules: • A = B (A B) (B A) • (A B) (B C) A C (see Venn Diagram) U B January 30, 2002 A C Applied Discrete Mathematics Week 1: Logic and Sets 21

Subsets Useful rules: • A for any set A • A A for any set A Proper subsets: A B “A is a proper subset of B” A B x (x A x B) x (x B x A) or A B x (x A x B) x (x B x A) January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 22

Cardinality of Sets If a set S contains n distinct elements, n N, we call S a finite set with cardinality n. Examples: A = {Mercedes, BMW, Porsche}, |A| = 3 B = {1, {2, 3}, {4, 5}, 6} C= D = { x N | x 7000 } |B| = 4 |C| = 0 |D| = 7001 E = { x N | x 7000 } E is infinite! January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 23

The Power Set 2 A or P(A) 2 A = {B | B A} “power set of A” (contains all subsets of A) Examples: A = {x, y, z} 2 A = { , {x}, {y}, {z}, {x, y}, {x, z}, {y, z}, {x, y, z}} A= 2 A = { } Note: |A| = 0, |2 A| = 1 January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 24

The Power Set Cardinality of power sets: | 2 A | = 2|A| • Imagine each element in A has an “on/off” switch • Each possible switch configuration in A corresponds to one element in 2 A A x y z 1 x y z 2 x y z 3 x y z 4 x y z 5 x y z 6 x y z 7 x y z 8 x y z • For 3 elements in A, there are 2 2 2 = 8 elements in 2 A January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 25

Cartesian Product The ordered n-tuple (a 1, a 2, a 3, …, an) is an ordered collection of objects. Two ordered n-tuples (a 1, a 2, a 3, …, an) and (b 1, b 2, b 3, …, bn) are equal if and only if they contain exactly the same elements in the same order, i. e. ai = bi for 1 i n. The Cartesian product of two sets is defined as: A B = {(a, b) | a A b B} Example: A = {x, y}, B = {a, b, c} A B = {(x, a), (x, b), (x, c), (y, a), (y, b), (y, c)} January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 26

Cartesian Product Note that: • A = • A = • For non-empty sets A and B: A B B A • |A B| = |A| |B| The Cartesian product of two or more sets is defined as: A 1 A 2 … An = {(a 1, a 2, …, an) | ai A for 1 i n} January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 27

Set Operations Union: A B = {x | x A x B} Example: A = {a, b}, B = {b, c, d} A B = {a, b, c, d} Intersection: A B = {x | x A x B} Example: A = {a, b}, B = {b, c, d} A B = {b} January 30, 2002 Applied Discrete Mathematics Week 1: Logic and Sets 28