The modern theory of evolution is largely based on the work of Charles Darwin, who is considered to be the "father of evolution." Darwin published his theory in his book "On the Origin of Species" in 1859. However, it is important to note that the concept of evolution was not entirely new at the time. There were several other scientists who contributed to the development of the theory of evolution, including Jean-Baptiste Lamarck and Alfred Russel Wallace.