Grade 11 → Mathematical Reasoning → Logic ↓
Statements and Logical Connectives
When people talk, they often use declarative sentences to convey information or express ideas. In mathematics, these are called statements. A statement is a sentence that is either true or false, but not both. Mathematical reasoning often involves the analysis and manipulation of statements.
Understanding the statements
Let us first understand what a statement is in mathematical logic. Consider the following examples:
- "The sky is blue."
- "7 + 5 = 12."
- "All dogs have four legs."
Each of these sentences is a statement because they can be clearly identified as true or false. For example, "the sky is blue" is generally true during a clear day, "7 + 5 = 12" is always true, and "all dogs have four legs" can be somewhat debated because not all dogs may have four legs due to various circumstances.
Types of statements
Statements can be divided into different types, such as simple statements and compound statements.
Simple statement
A simple statement is a statement that does not contain any other statement as a part. For example:
- "The Earth revolves around the Sun."
- "5 is a prime number."
Mixed statements
A compound statement is formed by combining two or more simple statements using logical connectives. For example:
- "It's raining and the ground is wet."
- "It's either sunny or it's snowing."
Logistic coordinator
Logical connectives are symbols or words that are used to form compound statements by joining simple statements. The main logical connectives are:
- Negation (not): Changes the truth value of the statement.
- Conjunction (AND): Both the statements must be true.
- Disjunction (OR): At least one of the statements must be true.
- Conditional (if…then): Shows an implication relationship where the truth of one statement suggests the truth of another.
- Biconditional (if and only if): Both statements are equivalent, either both are true or both are false.
Denial
The negation of a statement is formed by placing the word "not" within the original statement. For a statement P
, the negation is represented as ¬P
or "not P".
Example:
- Statement: "It is raining."
- Negation: "It is not raining."
For P
to be true, ¬P
must be false, and vice versa. The truth table for negation is as follows:
| P | ¬P | |---------|--------| | True | False | | False | True |
Coordinator
A conjunction is a compound statement made using the connective “and”. For two statements, P
and Q
, the connective is written as P ∧ Q
, which means that both P
and Q
are true.
Example:
- Statement P: "The sun is out."
- Statement Q: "It is hot."
- Combination: "It's sunny and warm."
The truth table for the conjunction is as follows:
| P | Q | P ∧ Q | |---------|---------|---------| | True | True | True | | True | False | False | | False | True | False | | False | False | False |
Isolation
Disjunction is formed using “or”. For two statements, P
and Q
, the disjunction is written in the form P ∨ Q
, which means either P
is true, or Q
is true, or both are true.
Example:
- Statement P: "It is snowing."
- Statement Q: "It is very cold."
- Disjunction: "Either it is snowing or it is cold."
The truth table for disjunction is as follows:
| P | Q | P ∨ Q | |---------|---------|---------| | True | True | True | | True | False | True | | False | True | True | | False | False | False |
Conditional
A conditional statement is written in the form "if P then Q", denoted as P → Q
. This implies that if P
is true, then Q
must also be true.
Example:
- Statement P: "It rains."
- Statement Q: "The ground gets wet."
- Conditional: "If it rains, then the ground gets wet."
The truth table for the conditional statement is as follows:
| P | Q | P → Q | |---------|---------|---------| | True | True | True | | True | False | False | | False | True | True | | False | False | True |
Binary option
A biconditional statement is made using “if and only if”, represented as P ↔ Q
. This implies that P
is true only if Q
is true.
Example:
- Statement P: "A figure is square."
- Statement Q: "It has four equal sides and all right angles."
- Biconditional: "A figure is a square if and only if it has four equal sides and all right angles."
The truth table for the biconditional statement is as follows:
| P | Q | P ↔ Q | |---------|---------|---------| | True | True | True | | True | False | False | | False | True | False | | False | False | True |
Translating English sentences into symbolic logic
Learning to translate English statements into symbolic logic is an important skill in mathematical logic, allowing complex arguments to be understood more clearly.
Example translation
Consider the statement "If it is raining and the temperature is not cold, plants will grow."
We translate it step by step:
- Let
R
be "It is raining." - Let
C
mean "the temperature is cold." (So "not C" means "the temperature is not cold.") - Let
G
be "plants will grow." - Using logical connectives, the translated statement is:
(R ∧ ¬C) → G
.
Logical equivalence and tautology
Logical equivalence refers to different logical statements that have the same truth value in all possible scenarios. For example, P → Q
is logically equivalent to ¬P ∨ Q
. Verifying logical equivalence often involves comparing their truth tables.
A tautology is a statement that is always true, regardless of the truth values of its components. For example, P ∨ ¬P
is a tautology because it must be true (a statement or its negation must be true).
Examples of logical equivalence
Consider the statements P → Q
and ¬P ∨ Q
. Let's prove their equivalence using a truth table:
| P | Q | P → Q | ¬P | ¬P ∨ Q | |---------|---------|---------|---------|--------| | True | True | True | False | True | | True | False | False | False | False | | False | True | True | True | True | | False | False | True | True | True |
As we can see from the table, in all scenarios P → Q
has the same truth value as ¬P ∨ Q
, which proves their logical equivalence.
Applications and practice
Now that we've learned the basics of statements and logical connectives, let's apply this knowledge by going through some exercises to deepen our understanding.
Exercise 1
Translate the following sentence into symbolic logic:
"If the car is red, it means it is fast or expensive."
Solution:
- Let
R
be "The car is red." - Let
F
be "the car is fast." - Let
E
be "The car is expensive."
Translation: R → (F ∨ E)
Exercise 2
Determine whether the statement "If it isn't raining, then you don't need an umbrella" is logically equivalent to "If you need an umbrella, then it is raining."
Try it yourself using any method you find convenient, such as truth tables or logical transformations.
Visual representation of conjunction of statements
To better understand how logical connectives work, imagine the following visual scenario as a representation of (P ∧ Q) ∨ R
:
<svg width="200" height="200" xmlns="http://www.w3.org/2000/svg"> <circle cx="50" cy="50" r="40" fill="lightblue" /> <circle cx="150" cy="50" r="40" fill="lightgreen" /> <circle cx="100" cy="150" r="40" fill="lightcoral" /> <text x="40" y="55" font-family="Verdana" font-size="15" fill="black">P</text> <text x="140" y="55" font-family="Verdana" font-size="15" fill="black">Q</text> <text x="90" y="155" font-family="Verdana" font-size="15" fill="black">R</text> </svg>
In the visual representation, P
, Q
and R
are depicted as circles. The logical connective indicates which regions of the diagram represent true statements. In this case, (P ∧ Q)
is contained by the intersection of P
and Q
, and the disjunction with R
covers all regions except where P
and Q
are false and does not contain R
Conclusion
Understanding statements and logical connectives is essential in mathematical logic, which provides the basis for constructing and analyzing arguments. By familiarizing yourself with symbolic logic, you can decompose complex statements into a clear and manageable structure, facilitating better understanding in mathematics or real-world applications.
To develop proficiency, it is beneficial to practice creating truth tables, recognizing logical equivalences, and translating between symbolic and verbal statements. Use the exercises above as a starting point and creatively extend them into more complex logical reasoning scenarios. Consider integrating these methods into everyday problem-solving to continually hone your logical thinking skills.