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Derivation of 2D Vector Rotation Using Complex Numbers
The rotation of a 2D vector by an angle can be derived using complex number multiplication. First, the vector is represented as a complex number . The rotation is then performed by multiplying by . The expansion of this product reveals the components of the new rotated vector: The real part of the result corresponds to the new x-coordinate, and the imaginary part corresponds to the new y-coordinate of the rotated vector.
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Ch.2 Generative Models - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
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A 2D vector
(x, y)can be represented as a complex numberx + iy. Rotating this vector counter-clockwise by an angleθis equivalent to multiplying the complex number bycos(θ) + i sin(θ). Given the vector(3, 4), what is its new position after a 90-degree counter-clockwise rotation?Geometric Effect of Multiplication by the Imaginary Unit
Analyzing a Flawed Vector Rotation
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Formula for Applying RoPE Rotation 't' Times
Definition of C(x, tθ) Notation for Rotated Tokens
Component-wise Vector Rotation in Complex Space
A 2D vector (x, y) can be represented by the complex number z = x + iy. To rotate this vector by an angle θ, it is multiplied by the complex number e^(iθ) = cos(θ) + i sin(θ). If the vector (3, 4) is rotated by 90 degrees (π/2 radians) using this method, what are the coordinates of the new, rotated vector?
A 2D vector can be rotated by representing it as a complex number and multiplying it by another complex number that represents the rotation. Arrange the following steps in the correct logical order to derive the coordinates of a vector
(x₁, x₂)after it has been rotated by an angleθ.Mapping Complex Multiplication to Rotated Vector Components
Learn After
Formula for Applying RoPE Rotation 't' Times
Definition of C(x, tθ) Notation for Rotated Tokens
Component-wise Vector Rotation in Complex Space
A 2D vector (x, y) can be represented by the complex number z = x + iy. To rotate this vector by an angle θ, it is multiplied by the complex number e^(iθ) = cos(θ) + i sin(θ). If the vector (3, 4) is rotated by 90 degrees (π/2 radians) using this method, what are the coordinates of the new, rotated vector?
A 2D vector can be rotated by representing it as a complex number and multiplying it by another complex number that represents the rotation. Arrange the following steps in the correct logical order to derive the coordinates of a vector
(x₁, x₂)after it has been rotated by an angleθ.Mapping Complex Multiplication to Rotated Vector Components
Related
A 2D vector
(x, y)can be represented as a complex numberx + iy. Rotating this vector counter-clockwise by an angleθis equivalent to multiplying the complex number bycos(θ) + i sin(θ). Given the vector(3, 4), what is its new position after a 90-degree counter-clockwise rotation?Geometric Effect of Multiplication by the Imaginary Unit
Analyzing a Flawed Vector Rotation