Matrix Operations

★★★☆☆High School

📖Definition

Operations on matrices: addition, scalar multiplication, matrix multiplication.

📐Formulas

(A + B)_ij = A_ij + B_ij

Matrix addition (same dimensions)

(cA)_ij = c · A_ij

Scalar multiplication

(AB)_ij = ∑_k=1ⁿ A_ikB_kj

Matrix multiplication (A: m×n, B: n×p → AB: m×p)

✏️Examples

예제 1★★★☆☆

Find AB where A = [[1, 2], [3, 4]] and B = [[5, 6], [7, 8]].

Applications

Computer Graphics

Composition of transformations

Neural Networks

Layer computations

🔗Related Documents

Prerequisites

Applications

#linear-algebra#matrix#operations