What is Mathematical Thinking?
Mathematical thinking is the use of logic, definitions, patterns, relationships, and proof to understand mathematical ideas. In discrete mathematics, the goal is often not simply to calculate an answer, but to explain why a statement is true or false.
2. Proof Techniques
A mathematical proof is a logical argument showing that a statement follows from definitions, known facts, and previously established results.
Direct Proof
To prove an implication , assume is true and show that follows.
Conclusion: The sum of two even integers is even.
Proof by Contrapositive
Instead of proving , prove its logically equivalent contrapositive:
Proof by Contradiction
Assume the statement to be proved is false and show that this assumption leads to a contradiction.
Proof by Cases
Divide the problem into cases that cover all possible situations, then prove the statement in each case.
Mathematical Induction
Induction is commonly used to prove statements about positive integers.
The base case gives . The inductive step assumes the formula for , adds , and simplifies to the formula for .
3. Sets
A set is a well-defined collection of distinct objects called elements.
Basic Set Operations
| Operation | Symbol | Meaning |
|---|---|---|
| Union | Elements in , , or both | |
| Intersection | Elements common to both | |
| Difference | Elements in but not | |
| Complement | Elements outside in the universal set | |
| Subset | Every element of is in |
4. The Integers and Modular Arithmetic
The integers are the numbers
Divisibility
We say divides , written , if there is an integer such that
Modular Arithmetic
Two integers and are congruent modulo when divides their difference:
because , which is divisible by 12.
Working with Remainders
because .
5. Relations
A relation describes a connection between elements of sets. A relation from to can be represented using ordered pairs.
Properties of Relations
| Property | Condition |
|---|---|
| Reflexive | for every |
| Symmetric | If , then |
| Antisymmetric | If and , then |
| Transitive | If and , then |
Equivalence Relations
A relation is an equivalence relation when it is reflexive, symmetric, and transitive.
Thus equality is an equivalence relation.
6. Functions
A function assigns exactly one output to every element in its domain.
Domain and Range
The domain is the set of allowed inputs. The range is the set of outputs produced by the function.
Types of Functions
| Type | Description |
|---|---|
| Injective | Different inputs have different outputs. |
| Surjective | Every element of the codomain is an output. |
| Bijective | Both injective and surjective. |
Therefore is injective.
Composition
7. Cardinality
The cardinality of a set describes its size. For a finite set, cardinality is simply the number of elements in the set.
Two sets have the same cardinality when there is a bijection between them. This idea becomes especially important when studying infinite sets.
8. Countable and Uncountable Sets
An infinite set is countably infinite if its elements can be placed in a one-to-one correspondence with the positive integers.
Examples of Countable Sets
- The positive integers
- The integers
- The rational numbers
Although the integers are infinite, they can be listed:
This shows that the integers can be put into correspondence with the natural numbers.
Uncountable Sets
The real numbers are uncountable. There is no list that contains every real number in an interval such as .
Cantor's Diagonal Idea
Suppose every real number between 0 and 1 were listed. Cantor's diagonal argument constructs a new number by changing selected digits of the listed numbers. The new number differs from the first number in one digit, from the second in another digit, and so on. Therefore it cannot appear anywhere on the list.
The natural numbers are countably infinite, while the real numbers are uncountable. Thus not all infinite sets have the same cardinality.
Mixed Practice Problems
Challenge Problems
- Prove that the sum of two odd integers is even using a direct proof.
- Prove a simple divisibility statement using the contrapositive.
- Use mathematical induction to prove a formula for a finite sum.
- Show that congruence modulo is an equivalence relation.
- Determine whether a given function is injective, surjective, both, or neither.
- Construct a bijection between two finite sets of the same cardinality.
- Explain why the integers can be listed even though there are infinitely many of them.
- Explain, in your own words, why Cantor's diagonal argument shows that the real numbers are uncountable.
Key Ideas to Remember
- Logic provides the foundation for mathematical reasoning.
- A proof explains why a mathematical statement must be true.
- Sets provide a way to organize and describe mathematical objects.
- Modular arithmetic studies remainders and congruence.
- Relations describe connections between elements.
- Functions assign exactly one output to each input in their domain.
- Cardinality measures the size of a set, including infinite sets.
- Some infinite sets are countable, while others, such as the real numbers, are uncountable.