The title of this paper covers a very wide area of logical, philosophical, historical, biological, and psychological studies where the phenomenon of human knowledge is viewed from a dynamic perspective. I shall restrict my attention mainly on the question concerning scientific knowledge and its development. In particular, I shall discuss attempts by some philosophers to analyse the growth of scientific knowledge by using ideas and concepts from the biological theories of evolution.