scoresvideos
Geometric Algebra
Table of Contents

📐geometric algebra review

5.2 Blades and their geometric interpretation

Citation:

Blades are the building blocks of geometric algebra, formed by the outer product of vectors. They represent oriented subspaces, from points to higher-dimensional objects, with their grade indicating the dimension. The order of vectors in the outer product determines the blade's orientation and sign.

Blades have unique properties that make them powerful tools for geometric reasoning. Their grade determines the dimension they represent, and they can be combined using various operations. Understanding blades is crucial for grasping the full potential of geometric algebra in representing and manipulating geometric concepts.

Blades as Outer Products of Vectors

Definition and Construction of Blades

  • Blades are the result of the outer product (wedge product) of two or more vectors
  • The outer product of k vectors is called a k-blade, where k is the grade of the blade
    • Example: The outer product of two vectors (1-blades) is a 2-blade (bivector)
  • Blades are the fundamental building blocks of geometric algebra and can represent oriented subspaces
  • The outer product is anticommutative, meaning the order of the vectors in the product matters
    • Swapping any two vectors changes the sign of the result
    • Example: $a \wedge b = -b \wedge a$, where $a$ and $b$ are vectors

Geometric Interpretation of Blades

  • A k-blade represents an oriented k-dimensional subspace of the vector space
  • The orientation of the blade is determined by the order of the vectors in the outer product
    • Changing the order of the vectors in the outer product changes the orientation of the blade
  • Blades can represent various geometric objects depending on their grade:
    • Points (0-blades)
    • Lines (1-blades)
    • Planes (2-blades)
    • Volumes (3-blades)
    • Higher-dimensional subspaces (k-blades, where k > 3)
  • The magnitude of a blade represents the volume (or hypervolume) of the oriented subspace it represents
    • Example: The magnitude of a 2-blade (bivector) represents the area of the parallelogram formed by the two vectors

Properties of Blades

Grade and Dimension

  • The grade of a blade is the number of vectors in its outer product, denoted as k for a k-blade
  • The dimension of the subspace represented by a blade is equal to its grade
    • Example: A 2-blade represents a 2-dimensional subspace (plane)
  • Blades of different grades are orthogonal to each other, meaning their inner product is zero
    • Example: A 1-blade (vector) and a 2-blade (bivector) have a zero inner product

Outer Product and Duality

  • The outer product of a k-blade and an l-blade results in a (k+l)-blade, if the vectors are linearly independent, or zero if they are not
    • Example: The outer product of a 1-blade (vector) and a 2-blade (bivector) is a 3-blade (trivector) if the vector is not in the plane of the bivector
  • The dual of a k-blade in an n-dimensional space is an (n-k)-blade, representing the orthogonal complement of the original blade
    • Example: In 3D, the dual of a 1-blade (vector) is a 2-blade (bivector) representing the plane orthogonal to the vector

Blades in Various Dimensions

2D and 3D Blades

  • In 2D, 1-blades represent oriented line segments, and 2-blades represent oriented areas (parallelograms)
    • Example: The outer product of two vectors $a$ and $b$ in 2D is a 2-blade representing the oriented parallelogram formed by the vectors
  • In 3D, 1-blades represent oriented lines, 2-blades represent oriented planes, and 3-blades represent oriented volumes (parallelepipeds)
    • Example: The outer product of three vectors $a$, $b$, and $c$ in 3D is a 3-blade representing the oriented parallelepiped formed by the vectors

Visualization and Manipulation of Blades

  • Blades can be visualized using geometric representations such as oriented line segments, parallelograms, and parallelepipeds
    • Example: A 2-blade in 3D can be visualized as an oriented parallelogram
  • Blades can be manipulated using geometric algebra operations such as the outer product, inner product, and geometric product
  • The geometric product of a vector and a k-blade results in a (k+1)-blade and a (k-1)-blade
    • This represents the decomposition of the vector into parts parallel and perpendicular to the blade
    • Example: The geometric product of a vector and a 2-blade in 3D results in a 3-blade (trivector) and a 1-blade (vector)