4: Truth Tables
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Table of contents
Part 3: Truth Tables
Why Truth Tables Matter
Remember playing a board game where you consider all possible moves before deciding? Truth tables do something similar for logical statements. They list every possible combination of truth values for your basic propositions (like "It's raining" or "I have an umbrella") and show whether a larger, compound statement (like "It's raining AND I have an umbrella") is true or false in each scenario.
Building on What We've Learned
In Part 2, we introduced three connectives: - Negation: "not" (
- Conjunction: "and" (
- Disjunction: "or" (
Now, we'll systematically show how each connective behaves in every possible scenario of truth and falsehood. This methodical approach helps us avoid mistakes (like confusing exclusive "or" with inclusive "or").
Connecting Back
From Part 2, recall:
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Truth tables will make these rules crystal clear by enumerating all possibilities.
Truth Table for Negation (¬ )
Consider a single proposition
T | F |
F | T |
Reading the rows: 1. If
2. If
Flipping a Coin
- Let
= "The coin shows heads."p - Then
= "It is not the case that the coin shows heads" (in other words, "The coin shows tails").¬p
If
Truth Table for Conjunction (p∧q )
When we deal with two propositions
T | T | T |
T | F | F |
F | T | F |
F | F | F |
Interpretation:
Two Conditions for a Concert
Suppose:
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Then
- If you don't have tickets, you can't get in (even if the venue is open).
- If the venue is closed, you can't get in even if you have tickets.
The table shows that only when both
Truth Table for Disjunction (p∨q )
Again, consider two propositions
T | T | T |
T | F | T |
F | T | T |
F | F | F |
Interpretation:
Inclusive vs. Exclusive Recap
Remember, this table is for inclusive "or". If we wanted an exclusive or (true when exactly one of
Example:
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- If I have at least one of those, the statement is true. Only if I have neither (no coupon and not enough cash) is the statement false.
Compound Truth Tables
We can create truth tables for more complex expressions that combine multiple connectives. For example, let's analyze
Example: ¬p∨(p∧q)
To build the table, list all combinations for
T | T | F | T | T |
T | F | F | F | F |
F | T | T | F | T |
F | F | T | F | T |
How the table is constructed: 1. List all possible truth combinations for
2. Compute
3. Compute
4. Finally, determine
Notice in the final column, the result is T for every row except one. In fact,
In the final column, being all T in every row would mean the expression is a tautology (always true). Here it's not all T, but mostly. We won't draw conclusions yet, but keep this in mind for later when we discuss special types of compound statements.
This methodical approach (breaking down complex statements into parts and evaluating each combination) helps us unravel complex logical expressions without guesswork.
Truth Tables in Decision-Making and Analysis
Truth tables have practical uses beyond homework exercises. They ensure no scenario is overlooked:
Validating Arguments
By using a truth table, you can check whether an argument's conclusion follows from its premises. If there's no row where all premises are true and the conclusion is false, the argument is logically valid.
Circuit Design
In digital electronics, truth tables describe how logic gates (AND, OR, NOT, etc.) operate. Engineers design and verify circuits (like computer processors) using truth tables to ensure the outputs are correct for all input combinations.
Software Testing
Programmers use truth-table-like thinking to test all combinations of certain conditions in code (especially complex if
conditions) to ensure a program behaves correctly in every case. This is akin to covering every row of a truth table.
Legal Analysis
To analyze complex laws with multiple conditions, legal experts might use a structure like a truth table to map out when certain legal outcomes apply. This helps clarify how different facts of a case influence the verdict.
Software Testing Application
Consider a login system with two checks:
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Suppose the access rule is: "A user is allowed in if (they entered the correct password AND passed 2FA) OR (they entered the correct password AND have an admin override)." In logical form, if we let
A truth table for
Common Misconceptions
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"The logical 'or' must exclude both being true."
Reality: By default, logical "or" is inclusive; both can be true. Exclusive or is a special case we have to specify separately. -
"Truth tables are only for math classes, not real life."
Reality: Truth tables (or the systematic thinking behind them) clarify any situation with clear yes/no conditions, from planning events to troubleshooting electronics. -
"If there are many propositions, truth tables are impossible to use."
Reality: It's true that truth tables grow quickly (2^n rows for n propositions). For large , other techniques or software are used. But for small numbers of propositions, truth tables are a straightforward and reliable tool.n -
"A truth table can be done arbitrarily; there's no standard method."
Reality: There is a standard method: list all combinations of truth values for the basic propositions, then compute stepwise. This ensures consistency and that no case is missed.
Exercises
3.1. Construct a truth table for exclusive or (XOR) of two propositions
3.2. Build a truth table for
3.3. Using a truth table, determine if the expression
3.4. Write the conditions for a simple household alarm system and then represent them in a truth table. For example: "
3.5. (Challenge) If a compound statement has 3 distinct propositions, how many rows will a complete truth table have? If it has 4 distinct propositions? Explain the pattern.
Next: In Part 4: If-Then Statements, we'll focus on the conditional connective (
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