A metric satisfies d(x,z)≤d(x,y)+d(y,z). A norm satisfies the corresponding inequality ∥u+v∥≤∥u∥+∥v∥.
In a metric space, applying the triangle inequality in both directions gives ∣d(x,z)−d(y,z)∣≤d(x,y). In a normed vector space, its corresponding form is ∣∥x∥−∥y∥∣≤∥x−y∥. In particular, distance to a fixed point is a Lipschitz continuous real function.
For four points x1,x2,y1,y2 in a metric space,Both steps follow from the triangle inequality. The first also holds with an absolute value around the difference, by the reverse triangle inequality. This transports a difference of distances measured from one point into a sum measured from another.
d(x1,y1)−d(x1,y2)≤d(y1,y2)≤d(x2,y1)+d(x2,y2).
For an integrable function f with values in a finite-dimensional normed vector space,For the Euclidean norm, pair the integral with a unit vector in its direction and apply the Cauchy-Schwarz inequality pointwise.
∫f≤∫∥f∥.
For nonzero complex numbers x,y, equality ∣x+y∣=∣x∣+∣y∣ holds exactly when x/y is a positive real number, equivalently when the two numbers have the same complex argument modulo 2π.
Ancestors (6)
Incoming links (288)
- Box Cauchy-Schwarz inequality
- Closed walk
- Completeness of the bounded-variation space
- Complex modulus
- Distance splitting through a small geodesic sphere
- Euclidean travelling salesman tour
- First-order unitary product-formula error bound
- Four-point triangle inequality
- Frechet embedding
- Hamming distance between unlabelled bipartitions
- Height bound for a polynomial evaluation
- Le Cam lower bound under absolute-error loss
- Lq quasi-norm
- Mean control for positive imaging operators
- Metric
- Metric on the antipodal sphere quotient
- Metric squared-loss two-point bound
- Metric travelling salesman problem
- Minkowski inequality
- Noise-bias decomposition for linear regularization
- Norm
- Pairwise mixing diameter
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The triangle inequality is a fundamental concept in geometry and mathematics that states the following for any triangle with sides of lengths \( a \), \( b \), and \( c \): 1. \( a + b > c \) 2. \( a + c > b \) 3. \( b + c > a \) In essence, the triangle inequality asserts that the sum of the lengths of any two sides of a triangle must be greater than the length of the remaining side.