Lattice reduction is a mathematical technique used to find a basis of a lattice that is as orthogonal as possible, which has applications in cryptography, number theory, and optimization. It is fundamental in algorithms like the LLL (Lenstra–Lenstra–Lovász) algorithm, which efficiently approximates solutions to problems in high-dimensional spaces.