Question
Let A = \left( {\matrix{ 1 & 2 \cr 3 & 4 \cr } } \right) and B = \left( {\matrix{ a & 0 \cr 0 & b \cr } } \right),a,b \in N. Then
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Solution
1. Key Concepts and Formulas
- Matrix Multiplication: The product of two matrices and (where the number of columns of equals the number of rows of ) results in a new matrix. The element in the -th row and -th column of the product matrix is obtained by taking the dot product of the -th row of and the -th column of .
- Commutativity of Matrices: Two square matrices and of the same order are said to commute if their product is independent of the order of multiplication, i.e., . It is important to remember that matrix multiplication is generally not commutative.
- Matrix Equality: Two matrices are equal if and only if they have the same dimensions and their corresponding elements are identical.
- Natural Numbers (): In the context of JEE Mathematics, natural numbers typically refer to the set of positive integers: .
2. Step-by-Step Solution
Step 1: Define the given matrices and the condition for commutativity. We are given two matrices: where . Our goal is to determine if there exist any natural numbers and such that and commute, which means satisfying the condition .
Step 2: Calculate the matrix product . We perform the matrix multiplication for :
Step 3: Calculate the matrix product . Next, we perform the matrix multiplication for :
Step 4: Equate the corresponding elements of and . For and to commute, we must have . By the definition of matrix equality, this requires each corresponding element of the two product matrices to be identical: This equality gives us a system of four scalar equations:
Step 5: Solve the system of equations for and . Equations (1) and (4) are identities ( and ), meaning they are always true and do not impose any specific conditions on or . From equation (2): . Dividing both sides by 2 (since ), we get . From equation (3): . Dividing both sides by 3 (since ), we get . Both informative equations consistently lead to the same condition: . This means that for matrices and to commute, the elements and of matrix must be equal.
Step 6: Determine the existence and number of such matrices . The problem states that (natural numbers, i.e., positive integers ). The condition for commutativity is . Since there are infinitely many natural numbers, we can choose any natural number for (e.g., ), and will be equal to that chosen value. For example:
- If , then (the identity matrix), which always commutes with any square matrix. Since , this is a valid matrix .
- If , then . Since , this is another valid matrix .
- In general, if and for any , then (a scalar matrix). A scalar matrix always commutes with any square matrix of the same order, as and .
Since there are infinitely many natural numbers , there exist infinitely many matrices of the form where such that .
3. Common Mistakes & Tips
- Order of Multiplication: Always remember that matrix multiplication is not generally commutative. and must be calculated separately.
- Element-wise Equality: When equating matrices, ensure that every corresponding element is set equal, leading to a system of scalar equations.
- Domain of Variables: Pay close attention to the domain of variables (e.g., ). This can limit or expand the number of possible solutions.
- Scalar Matrices: Recognize that scalar matrices (matrices of the form ) commute with all square matrices of the same order. This is a useful shortcut if the condition leads to .
4. Summary
By performing the matrix multiplications for and and then equating their corresponding elements, we derived a system of equations. Solving this system revealed that the condition for to hold is . Since and must be natural numbers, and there are infinitely many natural numbers that can be chosen for (and thus for ), there exist infinitely many matrices that satisfy the given condition. These matrices are specifically of the form where is any natural number.
The final answer is .