Learning Path
Question & Answer1
Understand Question2
Review Options3
Learn Explanation4
Explore TopicChoose the Best Answer
A
Singular Value
B
Factorial
C
Matrix Product
D
Exponential
Understanding the Answer
Let's break down why this is correct
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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