linear operator
Quick Summary
In mathematics, a linear operator, also known as a linear transformation, is a function that maps vectors from one vector space to another while preserving vector addition and scalar multiplication. This means that if T is a linear transformation, then for any vectors v and w, and any scalar c, the properties T(v + w) = T(v) + T(w) and T(cv) = cT(v) must hold.12
Linear transformations can be visualized as operations that change geometric figures by flipping, stretching, compressing, or rotating them, using formulas that are linear combinations of the original components. They are a fundamental concept in linear algebra, a branch of mathematics dealing with vectors, matrices, and vector spaces. Operators can also be viewed as symbols indicating a mathematical operation, such as taking a square root or performing differentiation.1234
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