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Tautology And Contradiction

Tautology And Contradiction

Edited By Komal Miglani | Updated on Jul 02, 2025 07:55 PM IST

In logic and mathematics, statements can often be classified based on their truth values under all possible scenarios. Two significant classifications are tautology and contradiction. Additionally, the concept of quantifiers plays a crucial role in expressing mathematical statements that involve generality or existence.

This Story also Contains
  1. Tautology
  2. Contradiction (fallacy)
  3. Truth Table
  4. Quantifiers
  5. Negation of statement containing a quantifier
  6. Solved Examples Based on Tautology And Contradiction
Tautology And Contradiction
Tautology And Contradiction

Tautology

A compound statement is called tautology if it is always true for all possible truth values of its component statement.

For example, $p ∨ ~p , ( p ⇒ q ) ∨ ( q ⇒ p ) $

It is denoted by the letter ' $t$ '

Contradiction (fallacy)

A compound statement is called a contradiction if it is always false for all possible truth values of its component statement.

For example, $p ∧ ~p, ∼(( p ⇒ q ) ∨ ( q ⇒ p )) $

It is denoted by letter ' $c$ ' or ' $f$ '

Truth Table

$\begin{array}{|c|c|c|c|c|c|c|c|}\hline \mathrm{\;\;\;\;\;}p\mathrm{\;\;\;\;\;}&\mathrm{\;\;\;}q\mathrm{\;\;\;}&\mathrm{\;\;\;\;\;}p\rightarrow q\mathrm{\;\;\;\;\;}&\mathrm{\;\;\;} q\rightarrow p\mathrm{\;\;\;} &\mathrm{\;\;\;}\left ( p\rightarrow q \right )\vee\left ( q\rightarrow p \right )\mathrm{\;\;}&\mathrm{\;\;\;}\sim\left ( \left ( p\rightarrow q \right )\vee\left ( q\rightarrow p \right ) \right ) \mathrm{\;\;} \\\hline \hline \mathrm{T}&\mathrm{T} & \mathrm{T} &\mathrm{T}&\mathrm{T}&\mathrm{F} \\ \hline \mathrm{T}&\mathrm{F} & \mathrm{F} &\mathrm{T}&\mathrm{T}&\mathrm{F} \\ \hline \mathrm{F}&\mathrm{T} & \mathrm{T} &\mathrm{F}&\mathrm{T}&\mathrm{F} \\ \hline \mathrm{F}&\mathrm{F} & \mathrm{T} &\mathrm{T}&\mathrm{T}&\mathrm{F} \\ \hline\end{array}$

Quantifiers

Quantifiers are phrases like ‘These exist’ and “for every”. We come across many mathematical statements containing these phrases.

For example

$p$ : For every prime number $x, √x$ is an irrational number.

$q$ : There exists a triangle whose all sides are equal.

There are two types of quantifiers

1. Universal: In this words like 'For all', 'All', 'For every', "Every' etc, are used and it denotes that all members of a set has that property.

For example, p : 'For every prime number $x, √x$ is an irrational number' tells us that the property mentioned is applicable to all the prime numbers

2. Existential: In this words like 'There exist a', 'Some', 'There is at least one' etc, are used and it denotes that there is at least one member in the set that has that property.

For example, $q$ : 'There exists a triangle whose all sides are equal' tells us that the property mentioned is applicable to at least one triangle.

Negation of statement containing a quantifier

To find the negation of a statement with a quantifier, apart from adding 'not' at appropriate place (as we usually do for finding negation of a mathematical statements), we also interchange the quantifier from universal to existential and vice versa

For example,

1. Negation of $p$ : 'For every prime number $x, √x$ is an irrational number'

is $\sim p$ : 'There is at least one prime number x such that √x is an not an irrational number'

Notice that apart from adding 'not', we have also changed the type of quantifier

2. Negation of $q$ : 'There exists a triangle whose all sides are equal'

is ' $\sim q$ : 'For every triangle, all sides are not equal'

Recommended Video Based on Tautology and Contradiction

Solved Examples Based on Tautology And Contradiction

Example 1: Which of the following Boolean expressions is a tautology?

1) $(p \wedge q) \vee(p \rightarrow q)$
2) $(p \wedge q) \vee(p \vee q)$
3) $(p \wedge q) \rightarrow(p \rightarrow q)$
4) $(p \wedge q) \wedge(p \rightarrow q)$

Solution

$(p \wedge q) \rightarrow(p \rightarrow q)$ is tautology


Example 2: If $P$ and $Q$ are two statements, then which of the following compound statement is a tautology?
1) $((P \Rightarrow Q) \wedge \sim Q) \Rightarrow Q$
2) $((P \Rightarrow Q) \wedge \sim Q) \Rightarrow P$
3) $((P \Rightarrow Q) \wedge \sim Q) \Rightarrow \sim P$
4) $((P \Rightarrow Q) \wedge \sim Q) \Rightarrow \Rightarrow(P \wedge Q)$

Solution
LHS of all the option are same

$
\begin{aligned}
((P \rightarrow Q) \wedge \sim Q) & \equiv(\sim P \vee Q) \wedge \sim Q \\
& \equiv(\sim P \wedge \sim Q) \vee(Q \wedge \sim Q) \\
& \equiv \sim P \wedge \sim Q
\end{aligned}
$
$
\begin{aligned}
& \text { (A) } \\
& (\sim P \wedge \sim Q) \rightarrow Q \\
& \quad \equiv \sim(\sim P \wedge \sim Q) \vee Q \\
& \quad \equiv(P \vee Q) \vee Q \neq \text { tautology }
\end{aligned}
$

(B)
$(\sim P \wedge \sim Q) \rightarrow P \equiv(\mathrm{P} \vee \mathrm{Q}) \vee \mathrm{P} \neq$ Tautology
(C)
$
\begin{aligned}
& (\sim P \wedge \sim Q) \rightarrow \sim P \\
& \quad \equiv \sim(\sim P \wedge \sim Q) \vee \sim P \\
& \quad \equiv(P \vee Q) \vee \sim P=\text { tautology }
\end{aligned}
$
(D)
$
\begin{aligned}
& (\sim P \wedge \sim Q) \rightarrow(P \wedge Q) \\
& \quad \equiv(P \vee Q) \vee(P \wedge Q) \neq \text { Tautology }
\end{aligned}
$


Example 3: If the Boolean expression $(p \Rightarrow q) \Leftrightarrow(q *(\sim p))_{\text {is a tautology, }}$ then Boolean expression $p *(\sim q)$ is equivalent to :
1) $\sim q \Rightarrow p$
2) $q \Rightarrow p$
3) $p \Rightarrow \sim q$
4) $p \Rightarrow q$

Solution
$
\begin{aligned}
& (p \Rightarrow q) \Leftrightarrow(q *(\sim p)) \\
& \because p \rightarrow q \equiv-p \vee q
\end{aligned}
$

So, $* \equiv \vee$
Thus, $p *(\sim q) \equiv \mathrm{p} \vee(\sim q) \equiv q \rightarrow p$

Example 4: If the Boolean expression $(p \wedge q) \circledast(p \otimes q)$ is a tautology, then $\circledast$ and $\otimes$ are respectively given by :
1) $\rightarrow, \rightarrow$
2) $\vee, \rightarrow$
3) $\wedge, \rightarrow$
4) $\wedge, \vee$

Solution

$\begin{array}{c|c|c|c|c} \mathrm{p} & \mathrm{q} & \mathrm{p} \wedge \mathrm{q} & \mathrm{p} \rightarrow \mathrm{q} & (\mathrm{p} \wedge \mathrm{q}) \rightarrow(\mathrm{p} \rightarrow \mathrm{q}) \\ \hline \mathrm{T} & \mathrm{T} & \mathrm{T} & \mathrm{T} & \mathrm{T} \\ \mathrm{T} & \mathrm{F} & \mathrm{F} & \mathrm{F} & \mathrm{T} \\ \mathrm{F} & \mathrm{T} & \mathrm{F} & \mathrm{T} & \mathrm{T} \\ \mathrm{F} & \mathrm{F} & \mathrm{F} & \mathrm{T} & \mathrm{T} \end{array}$

Example 5: Which of these statement is a fallacy?
1) $p \vee q$
2) $p \wedge q$
3) $p \wedge \sim p$
4) $\sim p \wedge q$

Solution
The truth table for $p \wedge \sim p$ is always "$F$". Hence it is a fallacy.

Frequently Asked Questions (FAQs)

1. What is tautology?

A compound statement is called tautology if it is always true for all possible truth values of its component statement.

2. What is contradiction?

A compound statement is called a contradiction if it is always false for all possible truth values of its component statement.

3. What is quantifiers?

Quantifiers are phrases like ‘These exist’ and “for every”. We come across many mathematical statements containing these phrases. There are two types of quantifiers, namely, universal quantifiers and existential quantifiers.

4. What are universal quantifiers?

In universal quantifiers, words like 'For all', 'All', 'For every', "Every' etc, are used and it denotes that all members of a set has that property.

5. What are existential quantifiers?

In existential quantifiers, words like 'There exist a', 'Some', 'There is at least one' etc, are used and it denotes that there is at least one member in the set that has that property.

6. What is a tautology in mathematical reasoning?
A tautology is a compound statement that is always true, regardless of the truth values of its individual components. It's a logical statement that is true in every possible scenario or interpretation.
7. How does a contradiction differ from a tautology?
A contradiction is the opposite of a tautology. It's a compound statement that is always false, regardless of the truth values of its individual components. While a tautology is always true, a contradiction is always false.
8. Can you provide an example of a tautological statement?
A classic example of a tautology is "It is raining or it is not raining." This statement is always true because one of the two conditions must be true, regardless of the actual weather.
9. What's an example of a contradictory statement?
An example of a contradiction is "It is raining and it is not raining." This statement is always false because it's impossible for it to be both raining and not raining simultaneously.
10. How can you identify a tautology using a truth table?
To identify a tautology using a truth table, construct the table for the compound statement. If the final column of the truth table contains only true values (T or 1) for all possible combinations of truth values of the individual statements, then the compound statement is a tautology.
11. How can you identify a contradiction using a truth table?
To identify a contradiction using a truth table, construct the table for the compound statement. If the final column of the truth table contains only false values (F or 0) for all possible combinations of truth values of the individual statements, then the compound statement is a contradiction.
12. What is the relationship between tautologies and valid arguments?
Tautologies are closely related to valid arguments. If an argument is valid, the conclusion follows logically from the premises. The conditional statement formed by combining the premises as the antecedent and the conclusion as the consequent will always be a tautology.
13. Can a statement be both a tautology and a contradiction?
No, a statement cannot be both a tautology and a contradiction. Tautologies are always true, while contradictions are always false. These are mutually exclusive categories.
14. What is the negation of a tautology?
The negation of a tautology is a contradiction. Since a tautology is always true, its negation (opposite) must always be false, which is the definition of a contradiction.
15. What is the negation of a contradiction?
The negation of a contradiction is a tautology. Since a contradiction is always false, its negation (opposite) must always be true, which is the definition of a tautology.
16. How are tautologies used in mathematical proofs?
Tautologies are often used in mathematical proofs, particularly in logical arguments. They can be used to simplify complex statements, validate logical steps, and demonstrate the truth of certain propositions regardless of specific conditions.
17. What is the law of excluded middle and how does it relate to tautologies?
The law of excluded middle states that for any proposition, either that proposition is true, or its negation is true. This principle forms a tautology (P ∨ ¬P) and is fundamental in classical logic and mathematical reasoning.
18. How do tautologies relate to logical equivalence?
Two statements are logically equivalent if their biconditional (if and only if) statement is a tautology. In other words, if replacing one statement with the other always preserves truth value, they are logically equivalent.
19. What role do contradictions play in proof by contradiction?
In proof by contradiction, we assume the negation of what we want to prove and show that this assumption leads to a contradiction. This method relies on the principle that a contradiction cannot be true, thus proving the original statement.
20. Can a tautology contain false statements?
Yes, a tautology can contain false statements as its components. What makes it a tautology is that the overall compound statement is always true, regardless of the truth values of its individual parts.
21. How do tautologies and contradictions relate to contingencies?
Contingencies are statements that are neither tautologies nor contradictions. They can be either true or false depending on the specific circumstances or interpretation, unlike tautologies (always true) or contradictions (always false).
22. What is the principle of explosion and how does it relate to contradictions?
The principle of explosion states that from a contradiction, any statement can be logically derived. This principle, also known as "ex falso quodlibet," demonstrates why contradictions are problematic in logical systems.
23. How can De Morgan's laws be used to identify tautologies or contradictions?
De Morgan's laws can be used to transform logical expressions into equivalent forms. By applying these laws, complex statements can be simplified, making it easier to recognize whether they are tautologies, contradictions, or neither.
24. What is the difference between a tautology and a theorem?
A tautology is a statement that is always true by virtue of its logical form, while a theorem is a statement that has been proven to be true based on previously established statements (axioms or other theorems). Theorems require proof, while tautologies are true by definition.
25. How do tautologies and contradictions behave under logical operations?
Tautologies remain true and contradictions remain false under all logical operations. For example, the negation of a tautology is a contradiction, and vice versa. The conjunction of a tautology with any statement results in that statement, while the disjunction of a contradiction with any statement results in that statement.
26. Can a statement be a tautology in one logical system but not in another?
Yes, the classification of a statement as a tautology can depend on the logical system being used. For example, some statements that are tautologies in classical logic may not be tautologies in intuitionistic logic, which does not accept the law of excluded middle as an axiom.
27. How do tautologies and contradictions relate to logical implication?
A tautology implies any statement, and any statement implies a tautology. Conversely, a contradiction is implied by any statement, and a contradiction implies any statement (principle of explosion).
28. What is the role of tautologies in Boolean algebra?
In Boolean algebra, tautologies correspond to expressions that always evaluate to 1 (true), regardless of the values assigned to variables. They are crucial in simplifying Boolean expressions and designing digital circuits.
29. How can the concept of tautology be applied in everyday reasoning?
Understanding tautologies can help in recognizing circular arguments or redundant statements in everyday reasoning. It can also aid in identifying logically valid arguments and avoiding fallacious reasoning.
30. What is the relationship between tautologies and logical constants?
Logical constants, such as "true" and "false," can be viewed as the simplest forms of tautologies and contradictions, respectively. More complex tautologies and contradictions can be built using these constants and logical connectives.
31. How do tautologies and contradictions behave in conditional statements?
A conditional statement with a tautology as its consequent is always true, while a conditional statement with a contradiction as its antecedent is always true. These properties are useful in analyzing and simplifying logical arguments.
32. What is the significance of tautologies and contradictions in formal logic systems?
Tautologies and contradictions serve as boundary cases in formal logic systems. Tautologies represent statements that are provable within the system, while contradictions represent statements that are disprovable. They help define the limits and capabilities of logical systems.
33. How can the concept of tautology be extended to predicate logic?
In predicate logic, a tautology is a formula that is true for all possible interpretations of its predicate symbols and for all possible values of its variables. This extends the concept from propositional logic to more complex logical structures.
34. What is the role of tautologies and contradictions in logical paradoxes?
Logical paradoxes often arise from statements that seem to be both true and false simultaneously. Understanding tautologies and contradictions can help in analyzing these paradoxes and identifying the underlying logical issues.
35. How do tautologies and contradictions relate to the concept of satisfiability in logic?
Tautologies are always satisfiable (in fact, they are satisfied by all possible truth assignments), while contradictions are never satisfiable. Understanding this relationship is crucial in fields like automated theorem proving and Boolean satisfiability problems.
36. What is the importance of recognizing tautologies and contradictions in mathematical reasoning?
Recognizing tautologies and contradictions is crucial in mathematical reasoning as it helps in simplifying complex logical statements, identifying valid arguments, and avoiding fallacious reasoning. It also aids in constructing proofs and understanding the logical structure of mathematical statements.
37. How can truth trees (semantic tableaux) be used to identify tautologies and contradictions?
Truth trees, or semantic tableaux, are a method for determining the validity of logical arguments. For tautologies, all branches of the tree will close (indicating no counterexample exists). For contradictions, the tree will close immediately, showing that no interpretation can make the statement true.
38. What is the relationship between tautologies and logical axioms?
While tautologies are always true by virtue of their logical form, axioms are statements accepted as true without proof in a given system. Some logical axioms may be tautologies, but not all tautologies are necessarily taken as axioms in every logical system.
39. How do tautologies and contradictions behave under quantification in predicate logic?
In predicate logic, universal quantification (∀) of a tautology remains a tautology, and existential quantification (∃) of a contradiction remains a contradiction. However, the reverse is not necessarily true, which adds complexity to identifying tautologies and contradictions in predicate logic.
40. What is the role of tautologies and contradictions in logical equivalence proofs?
To prove that two statements are logically equivalent, one can show that their biconditional (if and only if) is a tautology. Similarly, to prove that two statements are contradictory, one can show that their conjunction is a contradiction.
41. How can the concepts of tautology and contradiction be applied in computer science, particularly in programming and algorithm design?
In computer science, understanding tautologies and contradictions is crucial for Boolean logic simplification, which is used in circuit design and optimization. It's also important in algorithm design, particularly in areas like satisfiability problems and formal verification of programs.
42. What is the significance of tautologies and contradictions in philosophical logic?
In philosophical logic, tautologies and contradictions play a crucial role in analyzing arguments, understanding the nature of logical truth, and exploring the foundations of reasoning. They are central to discussions about the nature of logic itself and its relationship to reality.
43. How do tautologies and contradictions relate to the concept of logical independence?
Statements that are neither tautologies nor contradictions, and that cannot be derived from each other, are considered logically independent. Understanding tautologies and contradictions helps in identifying which statements in a logical system are truly independent.
44. What is the role of tautologies and contradictions in modal logic?
In modal logic, which deals with necessity and possibility, tautologies are often associated with necessary truths (true in all possible worlds), while contradictions are associated with impossible statements (false in all possible worlds). This extends the concepts beyond classical logic.
45. How can the study of tautologies and contradictions improve critical thinking skills?
Studying tautologies and contradictions enhances critical thinking by teaching how to analyze the logical structure of arguments, identify circular reasoning, recognize redundant statements, and understand the fundamental principles of valid logical inference.
46. What is the relationship between tautologies, contradictions, and logical fallacies?
Understanding tautologies and contradictions can help in identifying certain logical fallacies. For example, circular reasoning often involves tautological statements, while contradictions can point to inconsistencies in arguments that lead to fallacious conclusions.
47. How do tautologies and contradictions behave in fuzzy logic systems?
In fuzzy logic, which allows for degrees of truth, the concepts of tautology and contradiction are extended. A fuzzy tautology might be a statement that always has a high degree of truth, while a fuzzy contradiction might always have a low degree of truth, rather than being strictly true or false.
48. What is the significance of tautologies and contradictions in the foundations of mathematics?
In the foundations of mathematics, tautologies and contradictions play a crucial role in defining logical systems, establishing consistency, and exploring the limits of formal systems. They are central to discussions about the nature of mathematical truth and the foundations of logical reasoning.
49. How can understanding tautologies and contradictions aid in the study of set theory?
In set theory, tautologies and contradictions help in understanding the logical relationships between sets. For example, the law of excluded middle (P ∨ ¬P), a tautology, relates to the principle that an element either belongs to a set or its complement.
50. What is the role of tautologies and contradictions in probability theory and statistics?
In probability theory, tautologies correspond to events with a probability of 1, while contradictions correspond to events with a probability of 0. Understanding these concepts helps in analyzing compound events and conditional probabilities.
51. How do tautologies and contradictions relate to the concept of logical consistency?
A set of statements is logically consistent if it does not contain or imply a contradiction. Tautologies can always be added to a consistent set without affecting its consistency, while the presence of a contradiction makes a set inconsistent.
52. What is the significance of tautologies and contradictions in the development of artificial intelligence and machine learning algorithms?
In AI and machine learning, understanding tautologies and contradictions is crucial for developing logical reasoning systems, knowledge representation schemes, and algorithms for automated theorem proving. It's also important in ensuring the logical consistency of AI-generated outputs.
53. How can the study of tautologies and contradictions contribute to understanding the limits of computational systems?
The study of tautologies and contradictions is related to decidability problems in computer science. Determining whether an arbitrary logical formula is a tautology is a fundamental problem that helps in understanding the capabilities and limitations of computational systems.
54. What is the relationship between tautologies, contradictions, and the concept of logical validity in arguments?
An argument is logically valid if the conclusion necessarily follows from the premises. This can be represented as a conditional statement where the conjunction of the premises implies the conclusion. If this conditional is a tautology, the argument is valid.
55. How do tautologies and contradictions contribute to the understanding of logical paradoxes and their resolutions?
Analyzing logical paradoxes often involves identifying hidden contradictions or tautologies within the paradoxical statements. Understanding these concepts helps in dissecting the logical structure of paradoxes and can lead to their resolution or a deeper understanding of the limitations of the logical system in which they arise.

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