Algebraic structures are sets equipped with one or more operations that satisfy specific axioms, providing a framework for exploring mathematical concepts and relationships. They serve as foundational elements in higher-order logic by allowing for the formal representation of objects and their interactions through operations, which can be used to define various mathematical systems like groups, rings, and fields.