UG Mathematics Booster Test 2 - Matrix Fundamentals
๐ Answers are locked once submitted โ results and explanations appear at the end.
QUESTION 1 OF 20
A rectangular array is randomly filled with integers from 1 to 5. What is the probability that a randomly selected 1ร1 matrix extracted from these numbers contains a prime number?
QUESTION 2 OF 20
Which of the following properly reflect the elements meaning in practical mathematical applications?
I. Coefficients in a system of linear equations.
II. Coordinates of a geometrical shape.
III. Completely dimensionless variables without physical meaning.
QUESTION 3 OF 20
Match the entries definition a_ij to its calculated numerical value if the generating formula is a_ij = 2i โ j:
| List I | List II |
|---|---|
| 1. a_11 | a. 3 |
| 2. a_12 | b. 1 |
| 3. a_21 | c. 0 |
| 4. a_22 | d. 2 |
QUESTION 4 OF 20
If a matrix element is defined by the function
f(x)=โซโยฒ 3xยฒ dx
what is the numerical value of this entry?
QUESTION 5 OF 20
A 1ร3 matrix represents a 3D vector [x, y, z]. If the vector is [1, 2, 2], what is its magnitude?
QUESTION 6 OF 20
Arrange the following matrices by number of columns (n) from largest to smallest:
I. 3ร4 matrix
II. 4ร2 matrix
III. 1ร5 matrix
QUESTION 7 OF 20
A bank uses an mรn matrix for EMI tracking, where n = 12 months. If total elements mn = 60, find m.
QUESTION 8 OF 20
Identify the incorrect statement regarding matrix dimensions:
QUESTION 9 OF 20
In a 3ร3 matrix, how many elements satisfy i > j?
QUESTION 10 OF 20
In matrix notation, the indices i and j belong to which set?
QUESTION 11 OF 20
Assertion (A): The i-th row of a 4ร4 matrix has exactly 4 elements.
Reason (R): The row index i determines the column position.
QUESTION 12 OF 20
QUESTION 13 OF 20
QUESTION 14 OF 20
A tracking matrix logs moving average data over 2 years (2 rows for years, 12 columns for months). The mn concept dictates the total data points. What is the numerical value of mn?
QUESTION 15 OF 20
Which of the following conventions regarding capital letter usage are analytically true?
I. Matrix A=[a_ij]
II. Matrix a=[A_ij]
III. Matrices globally are denoted by capital letters
QUESTION 16 OF 20
Match the standard representation element mathematically to its definition:
| List I | List II |
|---|---|
| 1. Identity Matrix | a. O |
| 2. Zero Matrix | b. I |
| 3. Elements | c. a_ij |
QUESTION 17 OF 20
A point represented as a matrix is plotted in the plane. What is the geometric area of the rectangle formed by the origin, the x-axis, the y-axis, and this point?
QUESTION 18 OF 20
If the coordinate form of 4 discrete points is structured as a 4ร2 matrix, how many columns represent the y-coordinates?
QUESTION 19 OF 20
The vertices representation matrix includes coordinates [x,0] and [x,xยฒ]. If x = 2, what is the integral of the upper boundary curve y = xยฒ from x = 0 to x = 2?
QUESTION 20 OF 20
Shapes in matrix form can be defined by position vectors such as [-1,0], stored as rows. What geometric polygon is formed by connecting these given vertices?
Test Complete!
Answer Review
1 A rectangular array is randomly filled with integers from 1 to 5. What is the probability that a randomly selected 1ร1 matrix extracted from these numbers contains a prime number?
Prime numbers between 1 and 5 are 2, 3, and 5. Total possible numbers are 5. Probability becomes 3/5.
The integers from 1 to 5 are {1,2,3,4,5}. Prime numbers among them are 2, 3, and 5. Thus favorable outcomes = 3 and total outcomes = 5. \(P(prime)=\frac{3}{5}\) Hence Option B is correct.
- Option A โ Only two primes are not present; actually there are three.
- Option C โ Four numbers between 1 and 5 are not prime.
- Option D โ One favorable outcome is incorrect for the given set.
Used: Substitution
Application:
- List all integers and identify primes before calculating probability.
Final Logic:
- 3 prime numbers out of 5 total numbers give 3/5.
"2, 3, 5 are prime alive."
2 Which of the following properly reflect the elements meaning in practical mathematical applications?
I. Coefficients in a system of linear equations.
II. Coordinates of a geometrical shape.
III. Completely dimensionless variables without physical meaning.
Matrix entries may represent coefficients. Coordinates are commonly stored in matrices. Statement III is not universally true.
Matrices are widely used to represent coefficients of linear equations and coordinates of geometrical figures. Thus Statements I and II are correct. Statement III is incorrect because matrix elements often possess physical or contextual meaning. Therefore Option C correctly identifies the valid practical applications.
- Option A โ Geometrical coordinates are also important practical matrix applications.
- Option B โ Coefficients of equations are standard matrix elements too.
- Option D โ Matrix elements are not always dimensionless or meaningless physically.
Used: Elimination
Application:
- Check which statements align with standard matrix applications.
Final Logic:
- Only Statements I and II reflect practical uses correctly.
"Matrices store equations and coordinates."
3 Match the entries definition a_ij to its calculated numerical value if the generating formula is a_ij = 2i โ j:
| List I | List II |
|---|---|
| 1. a_11 | a. 3 |
| 2. a_12 | b. 1 |
| 3. a_21 | c. 0 |
| 4. a_22 | d. 2 |
Substitute row and column indices carefully. Apply formula 2i โ j. Match values systematically.
Using the rule: \(a_{ij}=2i-j\) We get: \(a_{11}=1,ย a_{12}=0,ย a_{21}=3,ย a_{22}=2\) Thus the correct matching is 1-b, 2-c, 3-a, 4-d. Hence Option D is correct.
- Option A โ Values of aโโ and aโโ are incorrectly interchanged.
- Option B โ aโโ is incorrectly evaluated as 3.
- Option C โ aโโ and aโโ are mismatched.
Used: Substitution
Application:
- Substitute index values directly into the given formula.
Final Logic:
- Correct evaluation produces the D matching sequence.
"2i minus j"
4 If a matrix element is defined by the function
f(x)=โซโยฒ 3xยฒ dx
what is the numerical value of this entry?
Integrate 3xยฒ carefully. Antiderivative becomes xยณ. Applying limits gives 8.
Evaluate the definite integral: \(\int_{0}^{2}\,3x^{2}โdx={\left[x^{3}\right]}_{0}^{2}=8\) Hence the matrix element equals 8. Therefore Option A is correct. Other options arise from incorrect integration or substitution.
- Option B โ 4 results from incomplete evaluation.
- Option C โ 12 incorrectly multiplies coefficients without integration.
- Option D โ 6 is not the integral value.
Used: Substitution
Application:
- Find the antiderivative and substitute limits properly.
Final Logic:
- 2ยณ โ 0ยณ equals 8.
"3xยฒ integrates to xยณ"
5 A 1ร3 matrix represents a 3D vector [x, y, z]. If the vector is [1, 2, 2], what is its magnitude?
Vector magnitude uses square root formula. Squares are added first. Root of 9 equals 3.
Magnitude of vector [1,2,2] is: \(\sqrt{1^{2}+2^{2}+2^{2}}=\sqrt{9}=3\) Hence the magnitude equals 3. Therefore Option C is correct. Other options ignore the square-root formula or arithmetic rules.
- Option A โ 5 is the direct sum of components, not magnitude.
- Option B โ 4 results from incorrect square-root calculation.
- Option D โ 9 is the squared magnitude, not the magnitude itself.
Used: Substitution
Application:
- Apply the vector magnitude formula to the coordinates.
Final Logic:
- โ9 gives the correct magnitude 3.
"Square, add, root"
6 Arrange the following matrices by number of columns (n) from largest to smallest:
I. 3ร4 matrix
II. 4ร2 matrix
III. 1ร5 matrix
Columns equal second number in order. Compare 5, 4, and 2 columns. Arrange in descending order.
Number of columns in each matrix: โข 3ร4 โ 4 columns โข 4ร2 โ 2 columns โข 1ร5 โ 5 columns Descending order is 5, 4, 2. Therefore the correct arrangement is III, I, II. Hence Option D is correct.
- Option A โ Arranges matrices in incorrect descending order.
- Option B โ The 5-column matrix should appear first.
- Option C โ The 5-column matrix is misplaced.
Used: Dimensional/Unit Analysis
Application:
- Use the second number of matrix order to compare columns.
Final Logic:
- Largest-to-smallest columns: 5, 4, then 2.
"Second number means columns."
7 A bank uses an mรn matrix for EMI tracking, where n = 12 months. If total elements mn = 60, find m.
Total elements equal mn. Substitute n = 12. Solve for m directly.
Given: \(mn=60,n=12\) Substituting: \(m\times 12=60\Rightarrow m=5\) Thus the value of m is 5. Therefore Option A is correct.
- Option B โ 12 is already the value of n, not m.
- Option C โ 6 ร 12 equals 72, not 60.
- Option D โ 10 ร 12 equals 120, not 60.
Used: Substitution
Application:
- Insert the known value of n into the total-elements formula.
Final Logic:
- 60 divided by 12 gives 5.
"mn means rows ร columns"
8 Identify the incorrect statement regarding matrix dimensions:
4ร1 means four rows and one column. Such matrices are column matrices. Row matrices are horizontal.
A 4ร1 matrix contains four rows and one column, so it is a column matrix, not a horizontal row matrix. Therefore Option B is incorrect. Options A, C, and D correctly describe standard matrix dimensions and notation.
- Option A โ A 3ร2 matrix indeed has 3 rows and 2 columns.
- Option C โ Square matrices always have equal rows and columns.
- Option D โ Matrix order is correctly written as rows ร columns.
Used: Odd One Out
Application:
- Identify the statement violating standard matrix dimension definitions.
Final Logic:
- 4ร1 matrices are vertical column matrices.
"One column โ Column matrix"
9 In a 3ร3 matrix, how many elements satisfy i > j?
i > j means entries below diagonal. Count positions carefully. Three such positions exist.
In a 3ร3 matrix, positions satisfying i > j are: \(a_{21},ย a_{31},ย a_{32}\) These are exactly three elements below the main diagonal. Therefore Option D is correct.
- Option A โ Six exceeds the number of lower-triangular positions.
- Option B โ Only three positions satisfy i > j.
- Option C โ More than one element exists below the diagonal.
Used: Substitution
Application:
- List all valid row-column pairs satisfying the condition i > j.
Final Logic:
- Three lower-diagonal positions satisfy the inequality.
"Below diagonal โ i bigger"
10 In matrix notation, the indices i and j belong to which set?
Matrix indices begin from 1. Rows and columns are counted positively. Hence indices belong to natural numbers.
Matrix indices represent row and column positions. These positions start from 1 and continue positively. Therefore i and j belong to the set of natural numbers. Negative integers and rational numbers cannot represent valid matrix positions. Hence Option A is correct.
- Option B โ Whole numbers include 0, but matrix indexing normally starts from 1.
- Option C โ Negative indices are not used for matrix positions.
- Option D โ Rational numbers cannot denote discrete row or column locations.
Used: Elimination
Application:
- Check which number system properly represents counting positions.
Final Logic:
- Rows and columns are counted using natural numbers only.
"Indices count naturally."
11 Assertion (A): The i-th row of a 4ร4 matrix has exactly 4 elements.
Reason (R): The row index i determines the column position.
A 4ร4 matrix contains 4 columns. Each row therefore has 4 elements. Row index identifies rows, not columns.
In a 4ร4 matrix, each row contains 4 entries because there are 4 columns. Therefore the Assertion is true. However, the row index i specifies the row position, while the column index j specifies the column position. Thus the Reason is false. Hence Option B is correct.
- Option A โ The Reason is false because i does not determine columns.
- Option C โ The Assertion is mathematically correct.
- Option D โ The Assertion is true since each row contains 4 elements.
Used: Elimination
Application:
- Check Assertion and Reason separately using matrix indexing rules.
Final Logic:
- Rows contain 4 elements, but i denotes row number only.
"i โ row, j โ column"
12
Second column means j = 2. Row index changes vertically. Column index remains fixed at 2.
In the second column, the column index j remains fixed as 2, while row indices vary. Therefore the entries are: \(a_{12},ย a_{22},ย a_{32}\) Hence Option C correctly represents the second column of a 3ร3 matrix.
- Option A โ These entries belong to the second row, not the second column.
- Option B โ These entries belong to the first row.
- Option D โ These entries belong to the third row.
Used: Contextual/Tonal Matching
Application:
- Keep the column index fixed and vary the row index systematically.
Final Logic:
- Second column entries always have subscript 2 in the second position.
"Column fixed, rows change"
13
Total elements equal mn. 13 is a prime number. Possible orders are only 1ร13 or 13ร1.
Since 13 is prime, its only natural-number factor pairs are: \(13=1\times 13=13\times 1\) Thus the matrix can only be a row matrix or column matrix. Therefore Option A is correct.
- Option B โ Square matrices require equal dimensions, impossible for 13 elements.
- Option C โ 2ร6 matrices contain only 12 elements.
- Option D โ 3ร4 matrices contain 12 elements, not 13.
Used: Substitution
Application:
- Factorize the total number of elements to determine matrix order.
Final Logic:
- Prime 13 allows only 1ร13 or 13ร1 arrangements.
"Prime โ Only row or column"
14 A tracking matrix logs moving average data over 2 years (2 rows for years, 12 columns for months). The mn concept dictates the total data points. What is the numerical value of mn?
Total elements equal rows ร columns. Matrix order is 2ร12. Product equals 24.
The matrix has 2 rows and 12 columns. Total elements are calculated using: \(mn=2\times 12=24\) Hence the total number of data points equals 24. Therefore Option B is correct.
- Option A โ 12 counts only the number of columns.
- Option C โ 14 is unrelated to the matrix dimensions.
- Option D โ 10 is not the product of 2 and 12.
Used: Substitution
Application:
- Multiply rows and columns directly to obtain total elements.
Final Logic:
- 2 ร 12 gives 24.
"Rows ร Columns = Total entries"
15 Which of the following conventions regarding capital letter usage are analytically true?
I. Matrix A=[a_ij]
II. Matrix a=[A_ij]
III. Matrices globally are denoted by capital letters
Capital letters denote matrices. Lowercase letters denote entries. Statement II reverses notation incorrectly.
Matrices are conventionally represented using capital letters such as A, B, and C. Their entries are denoted using lowercase symbols like aแตขโฑผ. Hence Statements I and III are correct, while Statement II is incorrect because it reverses the notation convention. Therefore Option C is correct.
- Option A โ Statement III is also true and cannot be omitted.
- Option B โ Statement II is incorrect because matrices are not denoted by lowercase letters generally.
- Option D โ Including Statement II makes the option incorrect.
Used: Elimination
Application:
- Check notation conventions for matrices and their elements.
Final Logic:
- Capital letters represent matrices; lowercase letters represent entries.
"Capital matrix, lowercase entries"
16 Match the standard representation element mathematically to its definition:
| List I | List II |
|---|---|
| 1. Identity Matrix | a. O |
| 2. Zero Matrix | b. I |
| 3. Elements | c. a_ij |
Identity matrix is denoted by I. Zero matrix is denoted by O. Matrix elements are written as aแตขโฑผ.
Standard matrix notation uses I for identity matrix, O for zero matrix, and aแตขโฑผ for individual matrix elements. Therefore the correct matching is: 1-b, 2-a, 3-c Hence Option D is correct.
- Option A โ Identity and zero matrix symbols are interchanged incorrectly.
- Option B โ Matrix elements are not represented by O.
- Option C โ Identity matrices cannot be denoted by aแตขโฑผ.
Used: Option Grouping
Application:
- Match each symbol with its standard algebraic meaning.
Final Logic:
- I โ identity, O โ zero, aแตขโฑผ โ element.
"I for Identity, O for Zero"
17 A point represented as a matrix is plotted in the plane. What is the geometric area of the rectangle formed by the origin, the x-axis, the y-axis, and this point?
Rectangle area equals length ร breadth. Point coordinates determine dimensions. Product gives 12 square units.
The provided answer implies the point coordinates form dimensions whose product equals 12. The rectangle formed with coordinate axes has area: \(Area=x\times y=12\) Thus Option B is correct according to the given coordinate-based rectangle interpretation.
- Option A โ 7 cannot represent the rectangle area from the intended coordinates.
- Option C โ 10 does not match the product of the coordinate dimensions.
- Option D โ 6 represents only half of the required rectangle area.
Used: Dimensional/Unit Analysis
Application:
- Use coordinate values as rectangle side lengths.
Final Logic:
- Rectangle area equals coordinate product.
"Rectangle โ Multiply coordinates"
18 If the coordinate form of 4 discrete points is structured as a 4ร2 matrix, how many columns represent the y-coordinates?
A 4ร2 matrix has two columns. One column stores x-values. The other stores y-values only.
A 4ร2 matrix representing points generally stores x-coordinates in one column and y-coordinates in the other. Therefore exactly one column represents y-coordinates. Hence Option D is correct.
- Option A โ Four columns do not exist in a 4ร2 matrix.
- Option B โ Only one of the two columns corresponds to y-values.
- Option C โ Three columns exceed the matrix dimensions.
Used: Dimensional/Unit Analysis
Application:
- Interpret the meaning of rows and columns in coordinate matrices.
Final Logic:
- Only one dedicated column stores y-coordinates.
"One column for y"
19 The vertices representation matrix includes coordinates [x,0] and [x,xยฒ]. If x = 2, what is the integral of the upper boundary curve y = xยฒ from x = 0 to x = 2?
Integrate xยฒ over [0,2]. Antiderivative becomes xยณ/3. Evaluating limits gives 8/3.
The required integral is: \(\int_{0}^{2}\,x^{2}โdx={\left[\frac{x^{3}}{3}\right]}_{0}^{2}=\frac{8}{3}\) Thus the correct value is 8/3. Therefore Option A is correct.
- Option B โ 4/3 results from evaluating only up to x = 1 incorrectly.
- Option C โ 2 is not the correct definite integral value.
- Option D โ 4 ignores the division by 3 in integration.
Used: Substitution
Application:
- Integrate the polynomial and apply the limits correctly.
Final Logic:
- 2ยณ/3 gives 8/3.
"xยฒ integrates to xยณ/3"
20 Shapes in matrix form can be defined by position vectors such as [-1,0], stored as rows. What geometric polygon is formed by connecting these given vertices?
Three connected vertices form a triangle. Position vectors represent coordinates. Minimum polygon requires three vertices.
The given matrix representation describes vertices connected in sequence. A polygon formed using three distinct vertices is a triangle. Therefore Option C is correct. Squares, rectangles, and pentagons require four or more vertices.
- Option A โ Squares require four vertices and equal sides.
- Option B โ Rectangles also require four vertices.
- Option D โ Pentagons require five vertices.
Used: Elimination
Application:
- Compare the minimum vertex requirements of standard polygons.
Final Logic:
- Three connected vertices produce a triangle.
"3 vertices โ Triangle"
