Which of the following is true?a)The set of all rational negative numb...
A group is a set of elements such that any two elements of the group combine to form a third element of the same group. Also, a group must satisfy certain properties: Closure Property - Any two elements of the set when operated open by an operator form a third element that must also be in the set. Associative Property - For an expression with three or more operands having the same operator between them, the order of operation does not matter as long as the sequence of operands are not changed. For example, (a + b) + c = a + (b + c). Identity element Property - Each set must have an identity element, which is an element of the set such that when operated upon with another element of the set, it gives the element itself. For example, a + 0 = a. Here, 0 is the identity element. Invertibility Property - For each element of the set, inverse should exist. Now, for the given statements, we have A is incorrect as it does not satisfies closure property. If we take two negative numbers and multiply them, we get a positive number which is not in the set. B is correct. The matrices in the set must be non - singular, i.e., their determinant should not be zero, for the inverse to exist (Invertibility Property). C is incorrect as the inverse of a singular (determinant = 0) matrix does not exist (Invertibility Property violated). Thus, B is the correct option. Please comment below if you find anything wrong in the above post.
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Which of the following is true?a)The set of all rational negative numb...
Group Theory in Mathematics:
Group theory is a branch of abstract algebra that deals with the study of groups. A group is a mathematical structure consisting of a set of elements and a binary operation that combines two elements to produce a third element. The binary operation must satisfy certain conditions, such as associativity, identity, and inverse.
Examples of Groups:
There are many examples of groups in mathematics, such as:
- The set of integers under addition
- The set of real numbers under addition
- The set of non-zero complex numbers under multiplication
Non-examples of Groups:
However, not all sets with a binary operation form a group. For example:
- The set of all rational numbers under addition does not form a group because it does not contain an identity element.
- The set of all integers under multiplication does not form a group because not all elements have an inverse.
Answer Explanation:
Option B is true, which states that the set of all non-singular matrices forms a group under multiplication. Let's see why this is true.
Definition of Non-singular Matrices:
A non-singular matrix is a square matrix that has a determinant, which is a scalar value that can be computed from the entries of the matrix. If the determinant is non-zero, the matrix is said to be non-singular. Otherwise, it is singular.
Properties of Non-singular Matrices:
- Non-singular matrices are invertible, which means that there exists another matrix that, when multiplied by the original matrix, results in the identity matrix.
- The product of two non-singular matrices is also non-singular.
- The inverse of a non-singular matrix is unique.
Proof that Non-singular Matrices form a Group:
To show that the set of all non-singular matrices forms a group under multiplication, we need to verify the following properties:
1. Closure: The product of two non-singular matrices is also non-singular.
2. Associativity: The product of three or more non-singular matrices is independent of the order of multiplication.
3. Identity element: There exists a non-singular matrix I such that AI = IA = A for all non-singular matrices A.
4. Inverse element: For every non-singular matrix A, there exists a unique non-singular matrix A^-1 such that AA^-1 = A^-1A = I.
Closure:
Let A and B be two non-singular matrices. We need to show that AB is also non-singular.
Suppose AB is singular, which means that det(AB) = 0. Then det(A)det(B) = det(AB) = 0. Since A and B are non-singular, det(A) ≠ 0 and det(B) ≠ 0. Therefore, it must be the case that det(AB) ≠ 0, which contradicts our assumption. Hence, AB is non-singular.
Associativity:
Let A, B, and C be non-singular matrices. We need to show that (AB)C = A(BC).
(AB)C = A(BC) = ABC
Identity element:
Let I be the identity matrix. We need to show that AI = IA = A for all non-singular matrices A.
AI = A and IA = A because the product of any matrix and the identity matrix is the original matrix.
Inverse element:
Let A be a non-singular matrix. We need to show that there exists
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