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Discrete Math Lecture 01: Propositional Logic
The document covers the fundamentals of propositional logic, including mathematical proofs, basic logic operators, logical equivalence, De Morgan's laws, and conditional statements. It uses examples such as the Pythagorean theorem to illustrate the need for a rigorous proof system. Additionally, the document discusses arguments, validity, and the principles of reasoning through logical implications and constructs.
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Discrete Math Lecture 01: Propositional Logic
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- 2. Content 1. Mathematical proof(what and why) 2. Logic, basic operators 3. Using simple operators to construct any operator 4. Logical equivalence, DeMorgan’s law 5. Conditional statement (if, if and only if) 6. Arguments
- 3. 2 2 2 ab c+ = Familiar? Obvious? cb a Pythagorean theorem
- 4. cb a (i) a c×csquare, and then (ii) an a×a & a b×b square Good Proof b-a We will show that these five pieces can be rearranged into: b-a And then we can conclude that
- 5. c cc a b c b-a Good Proof Thefive pieces can be rearranged into: (i) a c×c square
- 6. cb a b-a b-a Good Proof Howto rearrange them into an axa square and a bxb square?
- 7. b a a ab-a 74 proofsin http://www.cut-the-knot.org/pythagoras/index.shtml b Good Proof b
- 8. Bad Proof A similarrearrangement technique shows that 65=64… What’s wrong with the proof?
- 9. Mathematical Proof To provemathematical theorems, we need a more rigorous system. http://en.wikipedia.org/wiki/Pythagorean_theoremEuclid’s proof of Pythagorean’s theorem The standard procedure for proving mathematical theorems is invented by Euclid in 300BC. First he started with five axioms (the truth of these statements are taken for granted). Then he uses logic to deduce the truth of other statements. 1.It is possible to draw a straight line from any point to any other point. 2.It is possible to produce a finite straight line continuously in a straight line. 3.It is possible to describe a circle with any center and any radius. 4.It is true that all right angles are equal to one another. 5.("Parallel postulate") It is true that, if a straight line falling on two straight lines make the interior angles on the same side less than two right angles, the two straight lines, if produced indefinitely, intersect on that side on which are the angles less than the two right angles. (Optional) See page 18 of the notes for the ZFC axioms that we now use.
- 10. Content 1. Mathematical proof(what and why) 2. Logic, basic operators 3. Using simple operators to construct any operator 4. Logical equivalence, DeMorgan’s law 5. Conditional statement (if, if and only if) 6. Arguments Now, we have seen the need of a rigorous proof system. We will proceed to define the basic logic system.
- 11. Statement (Proposition) A Statementis a sentence that is either True or False Examples: Non-examples: x+y>0 x2 +y2 =z2 True False 2 + 2 = 4 3 x 3 = 8 787009911 is a prime They are true for some values of x and y but are false for some other values of x and y. Today is Tuesday.
- 12. Logic Operators NOT::=¬ ¬P is true if and only if P is false Logic operators are used to construct new statements from old statements. There are three main logic operators, NOT, AND, OR. TF FT ¬PP
- 13. Logic Operators F F F T P Q FF TF FT TT QP AND::=∧ F T T T PQ FF TF FT TT QP OR::=∨ Logic operators are used to construct new statements from old statements. There are three main logic operators, NOT, AND, OR.
- 14. Compound Statement p =“it is hot” q = “it is sunny” It is hot and sunny It is not hot but sunny It is neither hot nor sunny We can also define logic operators on three or more statements, e.g. OR(P,Q,R)
- 15. More Logical Operators coffee“or” tea exclusive-or p q p q T T F T F T F T T F F F We can define more logical operators as we need. P Q R M(P,Q,R) T T T T T T F T T F T T T F F F F T T T F T F F F F T F F F F F majority
- 16. Content 1. Mathematical proof(what and why) 2. Logic, basic operators 3. Using simple operators to construct any operator 4. Logical equivalence, DeMorgan’s law 5. Conditional statement (if, if and only if) 6. Arguments We can define as many new operators as we like. But we will see how to construct any operator from AND, OR, NOT.
- 17. Formula for Exclusive-Or pq T T F T F F T F T T T T F T T T T T F F F F T F Logical equivalence: Two statements have the same truth table Idea 0: Guess and check As you will see, there are many different ways to write the same logical formula. One can always use a truth table to check whether two statements are equivalent.
- 18. Exclusive-Or Is there amore systematic way to construct such a formula? p q p q T T F T F T F T T F F F Idea 1: Look at the true rowsIdea 1: Look at the true rowsIdea 1: Look at the true rows Want the formula to be true exactly when the input belongs to a “true” row. The input is the second row exactly if this sub-formula is satisfied And the formula is true exactly when the input is the second row or the third row.
- 19. Exclusive-Or p q p q T T F T F T F T T F F F Idea 2: Look at the false rows Want the formula to be true exactly when the input does not belong to a “false” row. The input is the first row exactly if this sub-formula is satisfied And the formula is true exactly when the input is not in the 1st row and the 4th row. Is there a more systematic way to construct such a formula?
- 20. Writing Logical Formulafor a Truth Table Digital logic: Given a digital circuit, we can construct the truth table. Now, suppose we are given only the truth table (i.e. the specification, e.g. the specification of the majority function), how can we construct a digital circuit (i.e. formula) using only simple gates (such as AND, OR, NOT) that has the same function?
- 21. Writing Logical Formulafor a Truth Table p q r output T T T F T T F T T F T T T F F F F T T T F T F T F F T T F F F F Use idea 1 or idea 2. Idea 1: Look at the true rows and take the “or”. The formula is true exactly when the input is one of the true rows.
- 22. Writing Logical Formulafor a Truth Table Idea 2: Look at the false rows, negate and take the “and”. The formula is true exactly when the input is not one of the false row. p q r output T T T F T T F T T F T T T F F F F T T T F T F T F F T T F F F F
- 23. Content 1. Mathematical proof(what and why) 2. Logic, basic operators 3. Using simple operators to construct any operator 4. Logical equivalence, DeMorgan’s law 5. Conditional statement (if, if and only if) 6. Arguments There are many different ways to write the same logical formula. As we have seen, one can always write a formula using only AND, OR, NOT.
- 24. DeMorgan’s Laws Logical equivalence:Two statements have the same truth table Statement: Tom is in the football team and the basketball team. Negation: Tom is not in the football team or not in the basketball team. De Morgan’s Law Why the negation of the above statement is not the following “Tom is not in the football team and not in the basketball team”? The definition of the negation is that exactly one of P or ¬P is true, but it could be the case that both the above statement and the original statement are false (e.g. Tom is in the football team but not in the basketball team).
- 25. DeMorgan’s Laws Logical equivalence:Two statements have the same truth table Statement: The number 783477841 is divisible by 7 or 11. Negation: The number 783477841 is not divisible by 7 and not divisible by 11. De Morgan’s Law Again, the negation of the above statement is not “The number 783477841 is not divisible by 7 or not divisible by 11”. In either case, we “flip” the inside operator from OR to AND or from AND to OR.
- 26. DeMorgan’s Laws Logical equivalence:Two statements have the same truth table T T F F T F T T F T T T F F T T De Morgan’s Law De Morgan’s Law
- 27. Simplifying Statement (Optional) Seetextbook for more identities. DeMorgan Distributive law The DeMorgan’s Law allows us to always “move the NOT inside”. We can use logical rules to simplify a logical formula.
- 28. Tautology, Contradiction A tautologyis a statement that is always true. A contradiction is a statement that is always false. (negation of a tautology) In general it is “difficult” to tell whether a statement is a contradiction. It is one of the most important problems in CS – the satisfiability problem.
- 29. Checkpoint Key points toknow. 1. Write a logical formula from a truth table. 2. Check logical equivalence of two logical formulas. 3. DeMorgan’s rule and other simple logical rules (e.g. distributive). 4. Use simple logical rules to simplify a logical formula.
- 30. Content 1. Mathematical proof(what and why) 2. Logic, basic operators 3. Using simple operators to construct any operator 4. Logical equivalence, DeMorgan’s law 5. Conditional statement (if, if and only if) 6. Arguments
- 31. Conditional Statement If pthen q p is called the hypothesis; q is called the conclusion “If your GPA is 4.0, then you will have full scholarship.”The department says: When is the above sentence false? • It is false when your GPA is 4.0 but you don’t receive full scholarship. • But it is not false if your GPA is below 4.0. Another example: “If there is typhoon T8 today, then there is no class.” When is the above sentence false? p implies q
- 32. IMPLIES::=→ Logic Operator T T F T P Q FF TF FT TT QP Convention:if we don’t say anything wrong, then it is not false, and thus true. Make sure you understand the definition of IF. The IF operation is very important in mathematical proofs.
- 33. Logical Equivalence If yousee a question in the above form, there are usually 3 ways to deal with it. (1) Truth table (2) Use logical rules (3) Intuition
- 34. If-Then as Or T T F T PQ FF TF FT TT QP Idea 2: Look at the false rows, negate and take the “and”. •If you don’t give me all your money, then I will kill you. •Either you give me all your money or I will kill you (or both). •If you talk to her, then you can never talk to me. •Either you don’t talk to her or you can never talk to me (or both).
- 35. Negation of If-Then •Ifyou eat an apple everyday, then you have no toothache. •You eat an apple everyday but you have toothache. •If my computer is not working, then I cannot finish my homework. •My computer is not working but I can finish my homework. previous slide DeMorgan
- 36. Contrapositive The contrapositive of“if p then q” is “if ~q then ~p”. Statement: If you drive, then you don’t drink. Statement: If you are a CS year 1 student, then you are taking CSC 2110. Contrapositive: If you drink, then you don’t drive. Contrapositive: If you are not taking CSC 2110, then you are not a CS year 1 student. Fact: A conditional statement is logically equivalent to its contrapositive.
- 37. Proofs Statement: If P,then Q Contrapositive: If Q, then P. F F T T F F F T T T T T T T T T F F F T T F F T In words, the only way the above statements are false is when P true and Q false.
- 38. Contrapositive Statement: If P,then Q Contrapositive: If Q, then P. Or we can see it using logical rules: Contrapositive is useful in mathematical proofs, e.g. to prove Statement: If x2 is an even number, then x is an even number. Contrapositive: If x is an odd number, then x2 is an odd number. You could instead prove: This is equivalent and is easier to prove.
- 39. If, Only-If •You succeedif you work hand. •You succeed only if you work hard. R if S means “if S then R” or equivalently “S implies R” We also say S is a sufficient condition for R. You will succeed if and only if you work hard. P if and only if (iff) Q means P and Q are logically equivalent. R only if S means “if R then S” or equivalently “R implies S” We also say S is a necessary condition for R. That is, P implies Q and Q implies P.
- 40. Necessary AND SufficientCondition IFF::=↔ T F F T P Q FF TF FT TT QP Note: P Q is equivalent to (P Q) (Q P) Note: P Q is equivalent to (P Q) ( P Q) Is the statement “x is an even number if and only if x2 is an even number” true?
- 41. Math vs English Parent:if you don’t clean your room, then you can’t watch a DVD. C D This sentence says In real life it also means So Mathematician: if a number x greater than 2 is not an odd number, then x is not a prime number. This sentence says But of course it doesn’t mean
- 42. Necessary, Sufficient Condition Mathematician:if a number x greater than 2 is not an odd number, then x is not a prime number. This sentence says But of course it doesn’t mean Being an odd number > 2 is a necessary condition for this number to be prime. Being a prime number > 2 is a sufficient condition for this number to be odd.
- 43. Checkpoint Conditional Statements •The meaning of IF and its logical forms • Contrapositive • If, only if, if and only if
- 44. Content 1. Mathematical proof(what and why) 2. Logic, basic operators 3. Using simple operators to construct any operator 4. Logical equivalence, DeMorgan’s law 5. Conditional statement (if, if and only if) 6. Arguments
- 45. Argument An argument isa sequence of statements. All statements but the final one are called assumptions or hypothesis. The final statement is called the conclusion. An argument is valid if: whenever all the assumptions are true, then the conclusion is true. If today is Wednesday, then yesterday is Tuesday. Today is Wednesday. Yesterday is Tuesday. Informally, an argument is valid if the conclusion follows from the assumptions.
- 46. Argument An argument isa sequence of statements. All statements but the final one are called assumptions or hypothesis. The final statement is called the conclusion. An argument is valid if: whenever all the assumptions are true, then the conclusion is true. 1.It is possible to draw a straight line from any point to any other point. 2.It is possible to produce a finite straight line continuously in a straight line. 3.It is possible to describe a circle with any center and any radius. 4.It is true that all right angles are equal to one another. 5.("Parallel postulate") It is true that, if a straight line falling on two straight lines make the interior angles on the same side less than two right angles, the two straight lines, if produced indefinitely, intersect on that side on which are the angles less than the two right angles. This is the formal way to prove theorems from axioms. Pythagorean’s theorem
- 47. Modus Ponens If pthen q. p q p q p→q p q T T T T T T F F T F F T T F T F F T F F Modus ponens is Latin meaning “method of affirming”. assumptions conclusion If typhoon, then class cancelled. Typhoon. Class cancelled. Rule:
- 48. Modus Tollens If pthen q. ~q ~p p q p→q ~q ~p T T T F F T F F T F F T T F T F F T T T Modus tollens is Latin meaning “method of denying”. assumptions conclusion If typhoon, then class cancelled. Class not cancelled. No typhoon. Rule:
- 49. ( ), (), ( )P Q Q R R P P Q R → → → ∧ ∧ Equivalence A student is trying to prove that propositions P, Q, and R are all true. She proceeds as follows. First, she proves three facts: • P implies Q • Q implies R • R implies P. Then she concludes, ``Thus P, Q, and R are all true.'' Proposed argument: Is it valid? assumption conclusion
- 50. Valid Argument? assumptions conclusion PQ R T T T T T F T F T T F F F T T F T F F F T F F F T T T T F T F T T F T T T T F T F T T T F T T T OK? T yes F yes F yes F yes F yes F yes F yes F no To prove an argument is not valid, we just need to find a counterexample. ( ), ( ), ( )P Q Q R R P P Q R → → → ∧ ∧ Is it valid?
- 51. Valid Arguments? If pthen q. q p If you are a fish, then you drink water. You drink water. You are a fish. p q p→q q p T T T T T T F F F T F T T T F F F T F F assumptions conclusion Assumptions are true, but not the conclusion.
- 52. Valid Arguments? If pthen q. ~p ~q If you are a fish, then you drink water. You are not a fish. You do not drink water. p q p→q ~p ~q T T T F F T F F F T F T T T F F F T T T assumptions conclusion
- 53.
- 54. More Exercises Valid argumentTrue conclusion True conclusion Valid argument
- 55. Contradiction If you canshow that the assumption that the statement p is false leads logically to a contradiction, then you can conclude that p is true. This is similar to the method of denying (modus tollens)
- 56. Truth-tellers and Liers Truth-tellersalways tell the truth. Liers always lie. A says: B is a truth-teller. B says: A and I are of opposite type. Suppose A is a truth-teller. Then B is a truth-teller (because what A says is true). Then A is a lier (because what B says is true) A contradiction. So A must be a lier. So B must be a lier (because what A says is false). No contradiction.
- 57. Quick Summary Arguments • definitionof a valid argument • method of affirming, denying, contradiction Key points: (1) Make sure you understand conditional statements and contrapositive. (2) Make sure you can check whether an argument is valid.
- 58. “The sentence belowis false.” “The sentence above is true.” Which is true? Which is false?