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Matrices

🎓 Class 12📖 Mathematics Part-I📖 9 notes🧠 15 Q&A⏱️ ~14 min

MatricesStudy Notes

NCERT-aligned · 9 notes · 3 shown free

Introduction

Explanation

Introduction

Matrices are fundamental mathematical objects used extensively in various fields such as mathematics, physics, computer science, and engineering to organize data and represent linear transformations. A matrix is defined as a rectangular array of numbers, symbols, or expressions arranged systematically in rows and columns. The size or order of a matrix is given by the number of rows (m) and columns (n), denoted as an m × n matrix. Each element of the matrix is identified by its position, denoted as a_ij, where i represents the row number and j the column number. Matrices provide a compact and structured way to represent systems of linear equations, perform transformations in geometry, and handle data in computer algorithms. The study of matrices includes understanding their types, operations, and applications in solving linear algebra problems. This chapter introduces matrices, their types, operations, and properties, laying the foundation for advanced topics such as determinants, inverse matrices, and matrix equations.

  • A matrix is a rectangular array of elements arranged in rows and columns.
  • The order of a matrix is given by the number of rows and columns (m × n).
  • Each element is denoted by a_ij, where i is the row and j is the column.
  • Matrices are used to represent linear equations and transformations.
  • Understanding matrices is essential for advanced linear algebra topics.
  • 📌 Matrix: A rectangular array of elements arranged in rows and columns.
  • 📌 Order of a matrix: The dimensions of a matrix given by number of rows and columns (m × n).
  • 📌 Element of a matrix: The individual entries a_ij located at the i-th row and j-th column.

Types of Matrices

Explanation

Types of Matrices

Matrices can be classified based on their order, elements, and special properties. Understanding these types helps in identifying the nature of problems and choosing appropriate methods for matrix operations. The common types of matrices include: 1. Row Matrix: A matrix with only one row (1 × n). 2. Column Matrix: A matrix with only one column (m × 1). 3. Square Matrix: A matrix with the same number of rows and columns (n × n). 4. Zero or Null Matrix: A matrix in which all elements are zero. 5. Diagonal Matrix: A square matrix where all elements outside the main diagonal are zero. 6. Scalar Matrix: A diagonal matrix where all diagonal elements are equal. 7. Identity Matrix: A scalar matrix with all diagonal elements equal to 1, denoted by I. 8. Upper Triangular Matrix: A square matrix where all elements below the main diagonal are zero. 9. Lower Triangular Matrix: A square matrix where all elements above the main diagonal are zero. 10. Symmetric Matrix: A square matrix equal to its transpose. 11. Skew-Symmetric Matrix: A square matrix whose transpose is equal to its negative. Each type has unique properties that simplify matrix operations and problem-solving. For example, the identity matrix acts as the multiplicative identity in matrix multiplication, and triangular matrices simplify determinant calculation and system solving.

  • Row matrix has only one row; column matrix has only one column.
  • Square matrices have equal number of rows and columns.
  • Diagonal matrices have non-zero elements only on the main diagonal.
  • Identity matrix is a special scalar matrix with diagonal elements equal to 1.
  • Triangular matrices have zeros either below or above the main diagonal.
  • Symmetric and skew-symmetric matrices relate to their transpose properties.
  • 📌 Row matrix: Matrix with one row.
  • 📌 Column matrix: Matrix with one column.
  • 📌 Square matrix: Matrix with equal rows and columns.

Operations on Matrices

Explanation

Operations on Matrices

Matrix operations are fundamental for manipulating and solving matrix equations. The basic operations include addition, subtraction, and multiplication of matrices. Each operation follows specific rules: 1. Addition and Subtraction: - Two matrices c

Practice QuestionsMatrices

Includes NCERT exercise questions with answers

Q1.if product of rows and column of matrix is 27 , then number of possible different ordered matrices are
A.3
B.5
C.6
D.4

Answer:

4

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Q2.Horizontally arranged elements in a matrix are called
A.column
B.rows
C.transpose
D.none of these

Answer:

rows

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Q3.who is father of matrices?
A.Arthur Cayley
B.James sylvester
C.JP Morgan
D.Gauss

Answer:

Arthur Cayley

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Q4.Find area bounded by y=|x|, x=-1, x=2 and x-axis.
A.3/2
B.5/2
C.7/2
D.9/2

Answer:

5/2

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Q5.Find the area bounded by x+y=4 , x-axis, x=1 and x=2
A.4/3
B.5/3
C.5/2
D.5/3

Answer:

5/2

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Q6.Find the area of triangle bounded by 3x - 2y + 1 = 0, 2x + 3y = 21 and x - 5y + 9 = 0
A.13/2
B.31/3
C.17/2
D.23/3

Answer:

13/2

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Q7.Area between the curves y = x 2 and y 2 = x
A.1/3
B.2/3
C.1
D.4/3

Answer:

1/3

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Q8.Find the area of the region bounded between the line x = 4 and parabola y 2 = 16x.
A.117/3
B.118/3
C.128/3
D.129/3

Answer:

128/3

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