TMUA Specification
- The Logic of Arguments
- Arg1 Understand and be able to use mathematical logic in simple situations:
- The terms true and false;
- The terms and, or (meaning inclusive or), not;
- Statements of the form:
- if A then B
- A if B
- A only if B
- A if and only if B
- The converse of a statement;
- The contrapositive of a statement;
- The relationship between the truth of a statement and its converse
- and its contrapositive.
- Note: candidates will not be expected to recognise or use symbolic notation for any
- of these terms, nor will they be expected to complete formal truth tables.
- Arg2 Understand and use the terms necessary and sufficient.
- Arg3 Understand and use the terms for all, for some (meaning for at least one),
- and there exists.
- Arg4 Be able to negate statements that use any of the above terms.
- Mathematical Proof
- Prf1 Follow a proof of the following types, and in simple cases know how to
- construct such a proof:
- Direct deductive proof ('Since A, therefore B, therefore C, …,
- therefore Z, which is what we wanted to prove.');
- Proof by cases (for example, by considering even and odd cases
- separately);
- Proof by contradiction;
- Disproof by counterexample.
- Prf2 Deduce implications from given statements.
- Prf3 Make conjectures based on small cases, and then justify these conjectures.
- Prf4 Rearrange a sequence of statements into the correct order to give a proof for
- a statement.
- Prf5 Problems requiring a sophisticated chain of reasoning to solve.
- Identifying Errors in Proofs
- Err1 Identifying errors in purported proofs.
- Err2 Be aware of common mathematical errors in purported proofs; for example,
- claiming 'if , then ' or assuming 'if , then '
- neither of which are valid deductions.
The Logic Of Arguments
Arg1: Simple Logic
- In mathematics, statements must be true or false.
- A statement is a sentence which is definitely true or definitely false. A statement can never be both true and false.
- Examples:
- "If , then ." This is certainly true, so it is a statement.
- "If , then ." This is certainly false, so it is a statement.
- "The sum of two odd numbers is an even number." This is certainly true, so it is a statement.
Truth values
A truth value is whether the statement is true or false. For instance:
- Truth value of the statement "2 is an even number" is "true"
- Truth value of the statement "2 is an odd number" is "false".
Logically equivalent
Two statements being logically equivalent means that they have the same truth values in the same circumstances. For example:
- Today is Tuesday; True
- Today is the day after Monday; Also True.
Making new statements
- 21 is divisible by 3 and 21 is divisible by 6 [A and B]
- 21 is divisible by 3 or 21 is divisible by 6 [A or B]
- 21 is not divisible by 6 [not B]
- if 21 is divisible by 3 then 21 is divisible by 6 [if A then B]
- 21 is divisible by 3 if 21 is divisible by 6 [A if B]
- 21 is divisible by 3 only if 21 is divisible by 6 [A only if B]
- 21 is divisible by 3 if and only if 21 is divisible by 6 [A if and only if B]
The term "not"
Negates a statement. Only applies to what occurs immediately after unless there are brackets. Therefore, we can say not A or B is the same as (not A) or B.
If, only if, if and only if
I cry if I am sad
- Means that if I am sad, then I cry.
- It doesn't say that there aren't other situations in which I might also cry.
- I can cry under other conditions. Being sad is NOT the only condition.
- Leads to the 'if... then...' statement: If I am sad, then I am crying.
I cry only if I am sad
- If I am crying, then I am sad. This is because only under this condition (being sad) I can cry.
- This does not mean that I cry every time I am sad. I can be sad and not cry, but if I am crying, then I HAVE to be sad.
- Being sad is the only thing that can cause me to cry.
- Leads to the 'if... then...' statement: If I am crying, then I am sad.
I cry if and only if I am sad
- Combination of the other two statements, both must be true.
- I cry if I am sad: 'If I am sad then I cry'
- I cry only if I am sad: 'If I am crying then I am sad'
- The only time I ever cry is if I am sad, and I will 100% cry if I am sad.
The church bells ring if it is Sunday
- If it is Sunday, then the bells ring
- On Sunday, at some point the bells ring
- Doesn't say anything else about the other days
- Example: A church that rings the bells at midday every day
The church bells ring only if it is Sunday
- If the bells ring, then it is Sunday
- The bells will not ring on any other day
- They might not ring on Sunday/on every Sunday
- Example: A church that rings only once a year on remembrance Sunday
The church bells ring if and only if it is Sunday
- Both 'if... then...' statements are true
- On Sunday you will hear the bells ring, and you will not hear the bells ring on any other day.
A number is prime if it is an integer
- : False, lots of integers are not prime.
- If a number is an integer, then it is prime.
- It can also possible be a decimal and prime, doesn't have to be an integer
A number is prime only if it is an integer
- : True, all primes are integers.
- If a number is prime, then it is an integer.
A number is prime if and only if it is an integer
- : False, all primes are integers, but not all integers are primes
- Both statements must be true.
A shape is a rectangle if it is a square
- : True, all squares are rectangles
- If a shape is a square, then it is a rectangle
A shape is a rectangle only if it is a square
- : False, not all rectangles are squares
- If a shape is a rectangle, then it is a square.
A shape is a rectangle if and only if it is a square
- : False, because one of the two statements above are false.
A if B
- Same as: If B, then A
- Therefore B is sufficient for A
A only if B
- Same as: If A then B
- Therefore B is necessary for A
A if and only if B
- Same as: If A then B and If B then A
- B is necessary and sufficient for A
Negation of Statements
Statement: That man is tall Negation: That man is not tall Wrong: That man is short
Rule 1: Just add not Rule 2: Don't say the opposite
Statement: All the students are short Negation: At least one student is not short
Rule 3: Don't claim too much
Statement: None of the teachers are interesting Equivalent to: All of the teachers are not interesting Negation: Some of the teachers are interesting At least one teacher is interesting
Statement: All A are B Negation: Some A are not B At least one A is not B
Statement: No A are B Negation: Some A are B At least one A is B
Statement: Some of the topics are hard Negation: All of the topics are not hard None of the topics are hard
Statement: All numbers are prime Negation: Some numbers are not prime
Statement: Some shapes have 4 sides Negation: No shapes have 4 sides
Statement: No integers are factors of 20 Negation: Some integers are factors of 20
Statement: Every day next week, Fred will do at least one maths problem All days, Fred don math Negation: Some day next week, Fred will do no maths problems. Some days, Fred not do math
Converse
Basically opposite of a statement. Swap A and B.
| Statement | Converse |
|---|---|
| if A then B | if B then A |
| A only if B | B only if A |
| A if B | B if A |
| A iff B | B iff A |
Contrapositive
Basically the equivalent of a statement. Swap A and B, then negate both of them
| Statement | Contrapositive |
|---|---|
| if A then B | if not B then not A |
| A only if B | not B only if not A |
| A if B | not B if not A |
| A iff B | not B iff not A |
Truth Tables
Basic connectives
A truth table lists all possible truth values of a compound statement in terms of its component statements. For a statement depending on propositions, the table has rows.
Negation (NOT): is true exactly when is false.
| T | F |
| F | T |
Conjunction (AND): is true only when both and are true.
| T | T | T |
| T | F | F |
| F | T | F |
| F | F | F |
Disjunction (OR, inclusive): is false only when both and are false.
| T | T | T |
| T | F | T |
| F | T | T |
| F | F | F |
The implication
The truth table for implication is often the least intuitive:
| T | T | T |
| T | F | F |
| F | T | T |
| F | F | T |
An implication is false only when the hypothesis is true and the conclusion is false. This captures the logical reading: if you promise "if then ", you have only broken your promise when happens and does not.
The last two rows often feel surprising. Consider the statement "If it is raining, then I carry an umbrella." If it is not raining (rows 3 and 4), the statement places no restriction on my behaviour -- it remains true regardless of whether I carry an umbrella.
Contrapositive has the same truth table
The contrapositive of is . Constructing the truth table:
| T | T | F | F | T |
| T | F | F | T | F |
| F | T | T | F | T |
| F | F | T | T | T |
The column for is identical to the column for (T, F, T, T). This is why a statement and its contrapositive are logically equivalent: proving one proves the other.
The converse does NOT have the same truth table
The converse of is :
| T | T | T | T |
| T | F | F | T |
| F | T | T | F |
| F | F | T | T |
The truth values differ in rows 2 and 3. This is why the converse of a true statement need not be true. For instance, "If a number is prime then it is odd" (, ) is false (witness ), but its converse "If a number is odd then it is prime" is also false (witness ). In contrast, "If a number is a square then it is a rectangle" is true, but its converse "If a number is a rectangle then it is a square" is false.
Quantifiers
Universal and existential quantifiers
Many mathematical statements involve quantifiers, which specify the scope over which a statement applies.
-
The universal quantifier "for all" (symbol ) asserts that a property holds for every element in a set.
- Example: "For all integers , ."
- In symbols: .
-
The existential quantifier "there exists" (symbol ) asserts that a property holds for at least one element in a set.
- Example: "There exists an integer such that ."
- In symbols: .
A useful mnemonic: is an upside-down A (for "All"); is a backwards E (for "Exists").
Negating quantified statements
Negation flips the quantifier and negates the predicate:
-
"Not (for all , holds)" means "there exists some for which does not hold."
-
"Not (there exists an such that holds)" means "for every , does not hold."
This matches the informal rules from the Negation section:
| Original | Negation |
|---|---|
| All A are B | Some A are not B |
| No A are B (i.e. all A are not B) | Some A are B |
| Some A are B | No A are B |
Worked examples
Example 1. Negate: "For all real numbers , ."
Negation: "There exists a real number such that ."
(As it happens, the original statement is true and its negation is false.)
Example 2. Negate: "There exists an integer such that ."
Negation: "For all integers , ."
Example 3. Negate: "For every integer , if is even then is even."
Negation: "There exists an integer such that is even and is not even."
Notice that negating an implication produces alongside : the negation is " and not ", not "". This is because is logically equivalent to , and negating gives .
Example 4. Negate: "For all real numbers there exists a real number such that ."
Negation: "There exists a real number such that for all real numbers , ."
When negating a chain of quantifiers, the order reverses. The rightmost quantifier flips first, then the next, and so on -- just like removing nested negations.
Necessary and Sufficient Conditions: Formal Definitions
Arg2: Necessary and Sufficient
The informal airport and twin examples give the right intuition. Here is the formal framework.
Definitions
-
is sufficient for means .
Establishing is enough to guarantee ; no further conditions are needed. -
is necessary for means .
Whenever holds, must hold; cannot be true without . -
is necessary and sufficient for means .
and are logically equivalent; they stand or fall together.
Table of examples
| Condition | Condition | Relationship | Why |
|---|---|---|---|
| is even | is even | sufficient for | If then |
| is even | is even | necessary for | If were odd, would be odd (contrapositive) |
| sufficient for | Every number below 10 is below 20 | ||
| necessary for | Not every number below 20 is below 10 | ||
| is prime | is a positive integer | sufficient for | All primes are positive integers |
| is a positive integer | is prime | neither | 4 is positive but not prime; 2 is prime |
| is divisible by 6 | is divisible by 2 | sufficient for | |
| is divisible by 2 | is divisible by 6 | necessary for | |
| sufficient for | Squaring preserves equality | ||
| neither | but |
Connecting to if/only if
The relationship between "if", "only if", and necessary/sufficient is:
- " if " means is sufficient for (i.e. ).
- " only if " means is necessary for (i.e. ).
- " if and only if " means is necessary and sufficient for (i.e. ).
A useful rephrasing
When asked "Is necessary/sufficient for ?", you can reframe the question:
- Is sufficient for ? Is a true statement?
- Is necessary for ? Is a true statement?
Answering these reduces to constructing a proof or finding a counterexample.
Proof Techniques
Prf1: Types of Proof
Direct proof
Structure. To prove directly, assume is true and deduce through a chain of valid deductions.
Worked example. Prove that the sum of two even integers is even.
Proof. Let and be even integers. By definition of evenness, there exist integers and such that and . Then
Since is an integer (the integers are closed under addition), is divisible by 2, and therefore is even.
Remark. The key move was substituting the definition of evenness (), performing algebra, and then reversing the definition. This pattern -- unpack a definition, manipulate, repack -- is the backbone of most direct proofs.
Proof by contradiction
Structure. To prove a statement , assume is true and deduce a contradiction (something that is always false, such as or where is rational). Since the assumption led to an impossibility, must be false, so is true.
Worked example 1. Prove that is irrational.
Proof. Suppose, for contradiction, that is rational. Then for some coprime integers and (i.e. ), with . Squaring both sides:
This means is even. Since the square of an odd number is odd, must be even. Write for some integer . Substituting:
So is even, and therefore is even. But now both and are even, contradicting . Hence is irrational.
Worked example 2. Prove that there are infinitely many primes.
Proof. Suppose, for contradiction, that there are only finitely many primes. List them as . Consider the number
When is divided by any , the remainder is 1 (since each divides the product but not the added 1). Therefore no divides . Since every integer greater than 1 has a prime factor, must have a prime factor not in our list -- a contradiction. Hence there are infinitely many primes.
Proof by contrapositive
Structure. To prove , instead prove the logically equivalent contrapositive .
This is useful when the negation of the conclusion gives you more to work with than the hypothesis does.
Worked example. Prove that if is even, then is even.
Rather than working from " is even" to " is even" directly, we prove the contrapositive: if is not even (i.e. is odd), then is not even (i.e. is odd).
Proof. Let be an odd integer. Then for some integer . Computing:
Since is an integer, is of the form , which means is odd. We have shown: if is odd then is odd. By contrapositive, if is even then is even.
Proof by cases
Structure. Split the domain into exhaustive, mutually exclusive cases and prove the result holds in each one.
Since the cases cover all possibilities, holds unconditionally.
Worked example. Prove that for all real numbers and .
Proof. We consider four cases based on the signs of and . In each case and denote non-negative reals.
| Case | $ | xy | $ | $ | x | , | y | $ | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | |||||||||||
| 2 | |||||||||||
| 3 | |||||||||||
| 4 |
In all four cases .
Disproof by counterexample
Structure. To disprove a universal claim , it suffices to produce a single for which is false. This is the negation of a universal statement: .
Worked example 1. Disprove: "All prime numbers are odd."
Counterexample: is prime and is even.
Worked example 2. Disprove: "For all real numbers , ."
Counterexample: gives .
Worked example 3. Disprove: "If and are positive integers, then ."
Counterexample: , gives but , and .
Common errors in proofs (Err1, Err2)
Several tempting deductions are invalid. The TMUA specification specifically highlights two:
Error 1: "If , then ."
This implicitly assumes . Counterexample: , , . Then , but . The correct deduction is: if and , then .
Error 2: "If , then ."
Counterexample: , but . The correct statement is: if and , then . In general, implies or for some integer .
Other common errors:
-
Affirming the consequent: From and , deducing . This is the fallacy of treating the converse as equivalent to the original. Example: "All primes greater than 2 are odd. 9 is odd. Therefore 9 is prime." -- Invalid.
-
Denying the antecedent: From and , deducing . Example: "If it is a square, then it is a rectangle. This shape is not a square. Therefore it is not a rectangle." -- Invalid (it could be a non-square rectangle).
-
Dividing by a variable without checking it is non-zero. This is the root cause of Error 1 above.
-
Assuming what you are trying to prove (circular reasoning / begging the question). Every step in a proof must follow from definitions, axioms, or previously established results -- not from the statement being proved.
Common Pitfalls
Pitfall 1: Confusing necessary and sufficient
" is necessary for " means , not . Students frequently swap these. Remember: a necessary condition is one you cannot do without; a sufficient condition is one that is enough on its own.
A reliable test: ask yourself "Is condition enough to guarantee ?" If yes, is sufficient. Ask "Must hold whenever holds?" If yes, is necessary.
Pitfall 2: Negating an implication incorrectly
The negation of "" is not "". It is " and ". Intuitively: to show that "if then " is false, you must exhibit a case where is true but is false.
Pitfall 3: Forgetting that "or" is inclusive
In mathematics, "or" means at least one holds, possibly both. "A or B" is false only when both are false. This differs from everyday English, where "or" is sometimes exclusive (e.g. "tea or coffee").
Pitfall 4: Treating the converse as equivalent
A statement and its converse have different truth values in general (see the truth table section). Proving does not prove . If you need both directions, you must prove them separately.
Pitfall 5: Misapplying proof by contradiction
Proof by contradiction is not the same as proof by contrapositive. In a proof by contradiction, you assume the negation of the entire statement and derive any contradiction. In a proof by contrapositive, you assume and derive . The contrapositive method is often cleaner because it targets a specific conclusion rather than hunting for any contradiction.
Pitfall 6: Incomplete case analysis
When using proof by cases, the cases must be exhaustive (cover all possibilities) and mutually exclusive (no overlap). For example, splitting integers into "even" and "odd" is exhaustive and mutually exclusive. Splitting real numbers into "" and "" is not exhaustive -- you must include "".
Problem Set
Problem 1
State the converse and contrapositive of: "If is a multiple of 6, then is even." Determine whether each is true.
Solution
Original: is a multiple of 6 is even. (True: .)
Converse: If is even, then is a multiple of 6. (False: is even but not a multiple of 6.)
Contrapositive: If is not even (i.e. is odd), then is not a multiple of 6. (True: contrapositive of a true statement is always true. Also directly: no odd number is divisible by 6.)
Problem 2
Prove by contradiction that is irrational.
Solution
Assume where are coprime integers and . Then:
So is a multiple of 3, which means is a multiple of 3 (if 3 divides , then 3 must divide ). Write . Substituting:
So is a multiple of 3, meaning is a multiple of 3. But then both and are multiples of 3, contradicting . Hence is irrational.
Problem 3
Negate: "For all integers , if is prime then is odd or ."
Solution
Step 1: Negate the universal quantifier. "There exists an integer such that it is not the case that (if is prime then is odd or )."
Step 2: Negate the implication. "" negates to " and ". So: " is prime and ."
Step 3: Apply De Morgan's law. . So: " is even and ."
Full negation: "There exists an integer such that is prime and is even and ."
Since no such integer exists (the only even prime is 2), the negation is false, confirming the original statement is true.
Problem 4
Let . A student claims: "For all real , ." Disprove by counterexample.
Solution
Factorise: . Testing :
So , providing a counterexample. The claim is false. (In fact, only when or .)
Problem 5
Prove by cases: for all integers , is even.
Solution
Case 1: is even. Then for some integer .
Since is an integer, is even.
Case 2: is odd. Then for some integer .
Since is an integer, is even.
In both cases is even.
Problem 6
A student writes the following "proof". Identify the error.
"Claim: If , then .
Proof: . Taking square roots, . QED."
Solution
The error is in the step "taking square roots gives ". This is invalid because , not . From we get , which means or .
Counterexample: , . Then , but .
The correct statement is: "If , then or ."
Problem 7
Prove by contrapositive: if is odd, then is odd.
Solution
The contrapositive is: if is not odd (i.e. is even), then is not odd (i.e. is even).
Proof. Let be even, so for some integer . Then:
Since is an integer, is even. By contrapositive, if is odd then is odd.
Problem 8
Prove by contradiction: there is no largest integer.
Solution
Assume, for contradiction, that there is a largest integer. Call it . Then for every integer , . But is an integer and , contradicting the assumption that is the largest integer. Hence there is no largest integer.
Problem 9
Determine whether each condition is necessary, sufficient, both, or neither for " is divisible by 15":
(a) is divisible by 3.
(b) is divisible by 3 and by 5.
(c) is divisible by 30.
(d) ends in the digit 5.
Solution
(a) Necessary but not sufficient. If then (so necessary). But while (so not sufficient).
(b) Necessary and sufficient. and together mean is a common multiple of 3 and 5. Since , the least common multiple is , so .
(c) Sufficient but not necessary. If then (since ). But while .
(d) Neither. Not sufficient: ends in 5 but . Not necessary: is divisible by 15 but does not end in 5.
Problem 10
Let and be statements. In terms of and , express: "It is not the case that both and are true." Show that this is logically equivalent to "At least one of , is false."
Solution
"It is not the case that both and are true" is .
By De Morgan's law: .
"At least one of , is false" means either is false or is false (or both), which is precisely .
Therefore the two statements are logically equivalent. This can also be verified by truth table:
| T | T | T | F | F | F | F |
| T | F | F | T | F | T | T |
| F | T | F | T | T | F | T |
| F | F | F | T | T | T | T |
The fourth and seventh columns are identical, confirming equivalence.