Adaptive reasoning refers to a problem solving strategy that adapts thinking to address a problem as it changes and evolves. Adaptive reasoning refers to a problem solving strategy that adapts thinking to address a problem as it changes and evolves. Adaptive reasoning may also refer to the adaption of thought processes problem solving strategies, conceptual framework, in response and anticipation of the changing nature of the problem being considered.