Invariants are properties of a system that remain unchanged under certain transformations or operations, providing a powerful tool for problem-solving and analysis in mathematics and computer science. They are essential for proving correctness and consistency in algorithms and systems, as they help identify stable characteristics amidst dynamic changes.