The Euclidean metric, also known as the Euclidean distance, is a measure of distance in Euclidean space. Essentially, it is the straight-line distance between two points. If you have two points \((x_1, y_1)\) and \((x_2, y_2)\) in a 2D plane, the Euclidean distance between them is given by the formula: \[ d((x_1, y_1), (x_2, y_2)) = \sqrt{(x_2 - x_1)^2 + (y_2 - y_1)^2}\]This concept generalizes to more dimensions, where the Euclidean distance formula extends to three dimensions using: \[ d((x_1, y_1, z_1), (x_2, y_2, z_2)) = \sqrt{(x_2 - x_1)^2 + (y_2 - y_1)^2 + (z_2 - z_1)^2}\]The Euclidean metric is intuitive and forms the basis for many mathematical and real-world applications.
- It's consistent with our everyday understanding of distance.
- It helps in defining open and closed balls in metric spaces.
Understanding the Euclidean metric is foundational to grasping more complex metric space concepts.