Set Definitions and Notation
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Questions and Answers

What does it mean for two sets A and B to be equal?

  • A contains all elements of B and B contains all elements of A.
  • A and B contain exactly the same elements. (correct)
  • A is a subset of B but not vice versa.
  • A and B have at least one element in common.

If x ∈ A, which of the following statements is true?

  • x is one of the elements listed in set A. (correct)
  • A must contain at least one element.
  • x is not a member of set A.
  • x is an element that does not belong to A.

What does the notation A ⊂ B signify?

  • A and B are equal sets.
  • Every element of A is also an element of B. (correct)
  • B contains at least one element not in A.
  • A is larger than B in terms of the number of elements.

What is the correct definition of the empty set?

<p>The set containing no elements. (D)</p> Signup and view all the answers

Which of the following sets is a subset of the set of integers Z?

<p>The empty set ∅. (A), The set of natural numbers N. (D)</p> Signup and view all the answers

If A = {x : x is a positive integer}, which of the following is not an element of A?

<p>0 (C)</p> Signup and view all the answers

What is the relationship between the set of complex numbers C and real numbers R?

<p>R is a subset of C. (C)</p> Signup and view all the answers

Which notation indicates that one statement implies another?

<p>(1) ⇒ (2) (B)</p> Signup and view all the answers

What is the result of applying EROs to the given augmented matrix in the linear system?

<p>1 0 2 (A), 0 1 0 (C)</p> Signup and view all the answers

What can be inferred about the solution set of the two systems derived from the example?

<p>They have the same unique solution. (A)</p> Signup and view all the answers

If the system had no solutions, what type of rows might appear in the augmented matrix?

<p>A row resembling {0 0 1}. (D)</p> Signup and view all the answers

What transformation is applied to the linear equations in the example to analyze their solutions?

<p>Adding multiples of rows to other rows. (B)</p> Signup and view all the answers

What happens in the case of the system having infinitely many solutions?

<p>At least one equation will be dependent on others. (D)</p> Signup and view all the answers

What is the purpose of the right hand side vector in a linear system of equations?

<p>To hold constant values associated with each equation (B)</p> Signup and view all the answers

What does the notation (α1, ..., αn) represent in the context of linear systems?

<p>A solution vector that satisfies the equations (D)</p> Signup and view all the answers

In the augmented matrix à = [A | b], what does the notation A refer to?

<p>The coefficients of the variables in the equations (A)</p> Signup and view all the answers

Which statement accurately describes a solution vector for a linear system?

<p>It must satisfy all equations when substituted into the system (A)</p> Signup and view all the answers

What is the main characteristic of the solution set in a linear system?

<p>It may include multiple vectors that satisfy the equations (B)</p> Signup and view all the answers

What can be concluded about the planes represented by P1: 3x + 6y + 3z = 6 and P2: 2x + 4y + 2z = -4?

<p>They are parallel and do not intersect. (D)</p> Signup and view all the answers

Which of the following statements describes a system of equations that has infinitely many solutions?

<p>The equations are consistent and dependent. (A)</p> Signup and view all the answers

If a consistent system of linear equations is represented as an augmented matrix, what must be true?

<p>It could have one or more solutions. (A)</p> Signup and view all the answers

What operation can transform one matrix into another while preserving the solution set of a linear system?

<p>Any elementary row operation (D)</p> Signup and view all the answers

What is the standard form for the equation x + y + z = 7?

<p>x + y + z - 7 = 0 (C)</p> Signup and view all the answers

Which statement is true regarding a 3 × 4 matrix?

<p>It has 3 rows and 4 columns. (D)</p> Signup and view all the answers

What could be the result of applying an elementary row operation to the matrix:

<p>Changing a row will change the solution set. (D)</p> Signup and view all the answers

Which of the following systems of equations does not represent a linear system?

<p>2x1 - x2 = x3 + 1 (A)</p> Signup and view all the answers

What defines a row vector?

<p>It has one row and multiple columns. (D)</p> Signup and view all the answers

What is a square matrix of order n?

<p>A matrix where the number of rows is equal to the number of columns. (B)</p> Signup and view all the answers

What does the notation A = [aij]m,n represent?

<p>A matrix of size m × n whose entries are denoted as aij. (C)</p> Signup and view all the answers

What does the element of Rn denote in the context of vectors?

<p>An n-tuple representing a vector. (A)</p> Signup and view all the answers

In the context of a linear system, what is the purpose of the coefficient matrix?

<p>To organize and display the coefficients of the variables. (C)</p> Signup and view all the answers

Which of the following statements accurately describes a column vector?

<p>It has multiple rows and one column. (C)</p> Signup and view all the answers

How is a matrix formally described?

<p>By specifying its dimensions and entries. (B)</p> Signup and view all the answers

Which of the following best describes an m × n matrix?

<p>It has m rows and n columns. (A)</p> Signup and view all the answers

What can be concluded about the first example in the content regarding the system of equations?

<p>It has no solutions. (C)</p> Signup and view all the answers

In the second example, what is the form of the solution set derived from the equations?

<p>A line represented as {(α + 2, α) : α ∈ R}. (C)</p> Signup and view all the answers

What does the equation 0 · x1 + 0 · x2 = 0 imply in the context of the second example?

<p>It adds no restrictions on the solution set. (D)</p> Signup and view all the answers

When considering the intersection of the planes P1 and P2 in R3, which of the following statements is true?

<p>The intersection is a line. (B)</p> Signup and view all the answers

Which of the following statements accurately describes an augmented matrix representing a system of equations?

<p>It incorporates the constants from the equations. (C)</p> Signup and view all the answers

From the transformation E12 (1/13) applied to the second equation in the second example, what is the result?

<p>The equation changes to 0 = 0. (A)</p> Signup and view all the answers

What does the empty set ∅ represent in the context of solutions for a system of equations?

<p>No solutions available. (C)</p> Signup and view all the answers

In the context of the equations presented, what does the term 'intersection' imply?

<p>The common solution shared by two or more equations. (A)</p> Signup and view all the answers

What is the correct solution for x1 and x2 in the constructed linear system?

<p>x1 = 1, x2 = 1 (C)</p> Signup and view all the answers

Which of the following represents a linear system based on the provided augmented matrices?

<p>2x + 3y = 0, 2x + y - z - t = 0 (D)</p> Signup and view all the answers

Which option describes the consistency of the constructed system with x1 = 1 and x2 = 1?

<p>The system is consistent. (A)</p> Signup and view all the answers

In the linear system formed by 4x1 - x2 - x3 = 40, what can be inferred about the relationship between the variables?

<p>x2 is dependent on x1 and x3. (A)</p> Signup and view all the answers

What type of set is expressed by {(2, t, −1) : t ∈ R} in the context provided?

<p>A one-dimensional line in R^3. (B)</p> Signup and view all the answers

Based on the augmented matrices given, which one is consistent with the equation 2x + 3y + 2z = 0?

<p>2 3 2 | 0 (B)</p> Signup and view all the answers

Which of the following represents a valid operation used to solve the linear system?

<p>E12(-2) (C)</p> Signup and view all the answers

What does the notation {(1, 1)} signify in the context of the systems described?

<p>The solution set for two intersecting lines. (C)</p> Signup and view all the answers

What can be concluded about the value of x2 in the given solution set?

<p>x2 can take any real number value. (C)</p> Signup and view all the answers

Which elementary row operation is applied to move a pivot row to the top?

<p>Interchanging two rows. (D)</p> Signup and view all the answers

What is the unique characteristic of reduced row echelon form?

<p>Each leading entry is the only non-zero entry in its column. (C)</p> Signup and view all the answers

What is the first step in the row reduction algorithm?

<p>Find a leading entry in the first column. (C)</p> Signup and view all the answers

Which statement is true about Gaussian elimination?

<p>It can transform a matrix to its reduced row echelon form. (D)</p> Signup and view all the answers

Which of the following describes a characteristic feature of row echelon form?

<p>All entries below a pivot are zero. (C)</p> Signup and view all the answers

What does the solution set {(1, α, 3) : α ∈ R} imply?

<p>x1 has a fixed value, while x2 can vary. (A)</p> Signup and view all the answers

Which elementary row operation is used to make all entries above a pivot zero?

<p>Row addition or subtraction. (C)</p> Signup and view all the answers

What is a leading entry of a matrix?

<p>The first non-zero number in a row from left to right. (B)</p> Signup and view all the answers

A matrix in reduced row echelon form has which of the following properties?

<p>Every column containing a leading 1 has zeros in all other positions. (A), All leading entries are 1. (B)</p> Signup and view all the answers

In which scenario is a matrix considered to be in row echelon form?

<p>Each leading entry is to the right of the leading entry of the row above. (C)</p> Signup and view all the answers

If a matrix has leading entries followed by any number of zero rows, how can it be classified?

<p>It can be in row echelon form. (A)</p> Signup and view all the answers

When is a matrix said to be in reduced row echelon form but not in row echelon form?

<p>When some leading entries have non-zero entries above or below them. (A)</p> Signup and view all the answers

What is the significance of solving an augmented matrix in reduced row echelon form?

<p>It makes the solution set easy to interpret. (B)</p> Signup and view all the answers

Which type of entry position is necessary for a row to maintain reduced row echelon form?

<p>Position of the first non-zero entry being 1. (D)</p> Signup and view all the answers

Which of the following best describes a row of all zeros in an augmented matrix?

<p>Does not affect the solution set. (A)</p> Signup and view all the answers

Which ingredient provides the highest amount of calories per serving?

<p>Avocado (D)</p> Signup and view all the answers

Which ingredient contributes no fiber to the salad?

<p>Chicken (C)</p> Signup and view all the answers

If Anoek wants her salad to meet the protein goal of 45g using broccoli and chicken, how many servings of each does she need assuming she doesn't use avocado?

<p>Multiple combinations of chicken and broccoli (C)</p> Signup and view all the answers

To achieve a total of 750 calories, how many servings of avocado, broccoli, and chicken combined would Anoek need if she aims for a balance of the three?

<p>3 servings of avocado, 2 of broccoli, 1 of chicken (D)</p> Signup and view all the answers

Which ingredient provides the highest amount of protein per serving?

<p>Chicken (A)</p> Signup and view all the answers

Which statement best describes the fiber content in Anoek's potential salad?

<p>Chicken has no contribution to fiber content (C)</p> Signup and view all the answers

What would be the effect of substituting chicken with another avocado in terms of calories?

<p>Increase in total calories (A)</p> Signup and view all the answers

In order to meet all three dietary goals (750 calories, 45g protein, and 44g fiber), which ingredient would likely be used the least?

<p>Broccoli (C)</p> Signup and view all the answers

What is the role of the variable x4 in the system described?

<p>x4 is a free variable. (B)</p> Signup and view all the answers

Which equation corresponds to the condition that must hold for hydrogen in the system?

<p>4x1 - 2x4 = 0 (D)</p> Signup and view all the answers

What does the final reduced row echelon form (RREF) reveal about the variables?

<p>x1, x2, and x3 are dependent on x4. (B)</p> Signup and view all the answers

From the RREF, if x4 is set to 0, what would be the values of x1, x2, and x3?

<p>All of them would be zero. (D)</p> Signup and view all the answers

How is the relationship between x1 and x3 expressed in the system?

<p>x1 = x3 (B)</p> Signup and view all the answers

What is the significance of the term 'leading entry' in the context of the reduced echelon form?

<p>It refers to the first non-zero entry in a row. (B)</p> Signup and view all the answers

What does the equation 2x2 - 2x3 - x4 = 0 imply about oxygen in the system?

<p>x2 can be expressed in terms of x3 and x4. (D)</p> Signup and view all the answers

What conclusion can be drawn from the system regarding x2?

<p>x2 can be expressed as x4. (B)</p> Signup and view all the answers

What does it imply if a system of linear equations has more unknowns than equations?

<p>It either has no solutions or infinitely many solutions. (A)</p> Signup and view all the answers

If a 3 × 5 coefficient matrix has three pivot columns, what can be concluded about the system?

<p>The system is consistent and has infinitely many solutions. (C)</p> Signup and view all the answers

What is necessary for an augmented matrix to be consistent when a column is a pivot column?

<p>The last column must contain a pivot. (C)</p> Signup and view all the answers

What does the notation ${(m, 2m, m, 2m) : m \in N}$ indicate about the solution set?

<p>It includes positive integer solutions only. (D)</p> Signup and view all the answers

Which of the following best describes a matrix in row echelon form?

<p>All non-zero rows are above rows of all zeros. (A), Each leading coefficient is to the right of the leading coefficient of the previous row. (B)</p> Signup and view all the answers

Which statement describes the scenario where the augmented matrix has a row of the form $0 , 0 , 0 , \cdots , 0 , \bullet$ (where $\bullet \neq 0$)?

<p>The system is inconsistent and has no solutions. (B)</p> Signup and view all the answers

In the context of solving linear systems, what is a characteristic of the RREF with pivot columns?

<p>There are no free variables. (D)</p> Signup and view all the answers

If an augmented matrix contains a pivot in the last column, what does this indicate about the linear system?

<p>The system must be inconsistent. (A)</p> Signup and view all the answers

Which statement is true regarding the uniqueness of echelon form for a given matrix?

<p>There are many possible echelon forms for a matrix. (C)</p> Signup and view all the answers

Which condition must be true for a system of linear equations to be consistent with exactly one solution?

<p>Each column of the coefficient matrix has a pivot. (D)</p> Signup and view all the answers

How can one determine if a given system of equations has infinitely many solutions using the RREF?

<p>If there are columns without pivots in the RREF. (D)</p> Signup and view all the answers

In the context of a parameter t affecting a system of equations, when is the system inconsistent?

<p>When t produces a zero row without a corresponding pivot. (C)</p> Signup and view all the answers

For a consistent system represented by an augmented matrix, what must be true regarding the last column?

<p>It may contain free variables. (C), It must have a pivot if the system is consistent. (D)</p> Signup and view all the answers

What type of solutions are implied when the solution set is described as ${\alpha, 2\alpha, \alpha, 2\alpha : \alpha \in R}$?

<p>All possible real number solutions. (B)</p> Signup and view all the answers

When the matrix representing a linear system is in row echelon form, what should be evaluated to obtain its solutions?

<p>Only the non-zero rows. (D)</p> Signup and view all the answers

What can be inferred if a linear system represented by a specific matrix has the form $\begin{pmatrix} 1 & -4 & 3 & 2 & -1/2 \ 0 & 0 & 1 & 10 & 7 \ 0 & 0 & 0 & 1 & 1 \ \end{pmatrix}$?

<p>There is one solution for every variable in the system. (B)</p> Signup and view all the answers

Flashcards

Set

A collection of distinct objects, called members, defined by listing its elements within curly brackets {}, or by a rule using the notation {x : rule}, meaning the set of all x satisfying the given rule.

Right-hand side vector

A vector containing the constants on the right-hand side of a system of linear equations.

Augmented matrix

A matrix formed by combining the coefficient matrix of a system of linear equations with its right-hand side vector.

Solution vector

A vector that, when substituted into a system of linear equations, makes all the equations true.

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Solution set

The set of all possible solution vectors for a system of linear equations.

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Column vector notation

A compact notation for a column vector, where (α1 ,..., αn) represents a column vector with elements α1, ..., αn.

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Elementary Row Operations (EROs)

A process of manipulating the rows of an augmented matrix to simplify it and obtain a solution to the linear system. It involves applying elementary row operations which include swapping two rows, multiplying a row by a non-zero scalar, and adding a multiple of one row to another.

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Gaussian Elimination

The process of transforming a matrix into an echelon form by applying EROs to obtain a simplified representation that makes it easy to find the solution to the corresponding linear system.

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Matrix Inversion Method

A method for solving a linear system by expressing it in matrix form (Ax = b) and finding the inverse of the coefficient matrix A. The solution is then given by x = A⁻¹b.

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Reduced Row Echelon Form (RREF)

A row-echelon form of a matrix where the leading coefficients of each non-zero row are 1, and all entries below the leading coefficients are 0. Also, each leading coefficient is to the right of the leading coefficient of the row above it.

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Row Vector

A matrix with only one row (m = 1) is called a row vector. Think of it as a horizontal list of numbers.

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Column Vector

A matrix with only one column (n = 1) is called a column vector. Think of it as a vertical list of numbers.

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Square Matrix

A square matrix has the same number of rows and columns (m = n). It's like a perfect square shape!

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Matrix Notation: A = [aij]m,n

This is how we represent a matrix with specific dimensions (m x n) and its elements (aij). It tells us the size and the values of each entry.

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Vector Notation: b = [bi]

Vectors are often represented by bold lowercase letters (e.g., b). They can be row or column vectors, depending on the context.

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Coefficient Matrix

The coefficient matrix (A) from a linear system of equations contains all the coefficients of the variables. It's a visual representation of your equations.

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Constant Vector (b)

The constant terms (bi) from a linear system form a column vector (b). Think of it as the right-hand side of the equations.

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Linear System and Matrices

A linear system has the form: a11x1 + a12x2+...+a1nxn = b1, etc. The coefficients (aij) form the coefficient matrix. This is the foundation of linear algebra.

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No solutions - Linear systems

A system of linear equations has no solutions if at least one row of the augmented matrix in reduced row echelon form has all zeros except for the last entry, which is non-zero.

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Infinite solutions - Linear systems

A system of linear equations has infinitely many solutions if at least one row in the reduced row echelon form of the augmented matrix has all zeros.

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Underdetermined system

A system of linear equations with more than one solution is called an underdetermined system.

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Overdetermined system

A system of linear equations with no solutions is called an overdetermined system.

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Intersection of planes in R3

The intersection of two planes in R3 can be:

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Intersection: Line

A line if the planes are not parallel.

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Intersection: Point

A point if the planes intersect at only one point.

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Intersection: Empty set

Empty set or no intersection if the planes are parallel and distinct.

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3 x 4 Matrix

A matrix with 4 columns, where each column corresponds to a variable in the system of equations.

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Reversed Row Operations

A matrix obtained by applying a row operation to another matrix, can be transformed back into the original matrix by applying the inverse row operation.

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Consistent System

A system of linear equations is considered consistent if it has at least one solution.

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Inconsistent System

A system of linear equations with no solutions.

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Row Equivalent Matrices

Matrices are row equivalent if they can be transformed into each other using a sequence of elementary row operations.

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Linear System

A set of equations that involve a finite number of variables. The goal is to find values for these variables that satisfy all equations simultaneously.

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Row Echelon Form

A method for solving systems of linear equations by transforming the augmented matrix into a row echelon form, from which the solution can be easily obtained.

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Elementary Row Operations

Transformations applied to the rows of a matrix that do not change the solution set of the corresponding linear system.

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Row Echelon Form (REF)

Transforming a matrix into row echelon form (REF) by making the leading entries 1, and all entries below each leading entry 0.

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Transforming to RREF

To transform an augmented matrix into reduced row echelon form (RREF), use elementary row operations (EROs) to achieve the following:

  1. Leading 1's: Create leading 1's in each non-zero row.
  2. Zeroes below leading entries: Make all entries below each leading 1 equal to zero.
  3. Zeroes above leading entries: Make all entries above each leading 1 equal to zero.
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Matrix

A matrix with one or more rows and columns, where rows are horizontal and columns are vertical.

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Free Variable

A variable that can take any value in the solution of a system of linear equations. It's like a free agent that doesn't depend on other variables.

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Linear system of equations

A system of equations where the variables are raised to the power of 1 (no exponents) and the coefficients are constants. Think of it as a set of equations that form lines or planes.

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Consistent linear system

A system of linear equations that has at least one solution.

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Inconsistent linear system

A system of linear equations that has no solutions.

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Linear system with infinitely many solutions

A system of linear equations that has infinitely many solutions. The solutions can be expressed using parameters (like ‘α’) that represent any real number.

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Linear system with a unique solution

A system of linear equations with exactly one solution.

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Study Notes

Set Definitions and Notation

  • A set is a collection of objects, called members or elements.
  • Two sets are equal if they contain the exact same elements.
  • Sets can be defined by listing elements inside curly brackets {} or by a rule {x: rule}.
  • The rule specifies the condition that an element must satisfy to be part of the set (e.g., {x: x is an integer and -1 < x < 1}).
  • x ∈ A means x is a member of set A.
  • x ∉ A means x is not a member of set A.
  • A ⊂ B means set A is a subset of set B (every element of A is also in B).
  • A ⊄ B means set A is not a subset of set B (at least one element of A is not in B).
  • A = B means set A and set B have exactly the same elements.
  • A ⇒ B means if A is true then B is true.
  • A ⇔ B means A is true if and only if B is true.

Important Sets

  • Natural numbers (N): Positive integers {1, 2, 3, ...}
  • Integers (Z): All whole numbers {...-3, -2, -1, 0, 1, 2, 3,...}
  • Real numbers (R): Include all rational and irrational numbers.
  • Complex numbers (C): Numbers of the form x + iy, where x and y are real numbers, and i is the imaginary unit.

Set Relationships

  • The empty set (∅) is a set with no elements.
  • Sets can be related by implication (⇒) and equivalence (⇔).
  • A statement (1) implies statement (2) (1 ⇒ 2) if the truth of statement (1) guarantees the truth of statement (2).
  • If both (1) implies (2) and (2) implies (1) (1 ⇔ 2), (1) holds if and only if (2) holds.
  • If x₁ = x₂, then x₁ is in the set {x₁} and x₂ is in the set{x₂}.

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