Nonlinearity refers to a relationship between variables where a change in one variable does not result in a proportional change in another, often leading to complex and unpredictable behavior. It is a fundamental concept in various fields, indicating systems where outputs are not directly proportional to inputs, requiring advanced mathematical tools for analysis and understanding.