📚 Learning Guide
Matrix Decomposition Techniques
easy

In matrix decomposition, the process of breaking down a matrix into a product of simpler matrices is known as _____ decomposition.

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Learning Path
Learning Path

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Choose the Best Answer

A

Singular Value

B

Factorial

C

Matrix Product

D

Exponential

Understanding the Answer

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Answer

The process of breaking a matrix down into a product of simpler matrices is called **factorization** decomposition. Factorization means expressing the original matrix as a product of matrices that are easier to work with, such as diagonal, triangular, or orthogonal matrices. For example, a 2×2 matrix can be factored into a lower‑triangular matrix times an upper‑triangular matrix in LU factorization. This makes solving linear systems or computing determinants simpler. The key idea is that the product of the factor matrices exactly reproduces the original matrix.

Detailed Explanation

Singular Value Decomposition splits a matrix into three parts: two orthogonal matrices and a diagonal matrix of singular values. Other options are incorrect because Factorial is a number that is the product of all positive integers up to a given number; Matrix Product means multiplying two matrices together.

Key Concepts

Matrix Decomposition
Linear Algebra
Data Analysis
Topic

Matrix Decomposition Techniques

Difficulty

easy level question

Cognitive Level

understand

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