R.G. Collingwood Explains Induction
The chief characteristic of inference in the exact sciences, the characteristic of which Greek logicians tried to give a theoretical account when they formulated the rules of the syllogism, is a kind of logical compulsion whereby a person who makes certain assumptions is forced, simply by so doing, to make others. He has freedom of choice in two ways: he is not compelled to make the initial assumption (a fact technically expressed by saying that 'the starting-points of demonstrative reasoning are not themselves demonstrable'), and when once he has done so he is still at liberty, whenever he likes, to stop thinking. What he cannot do is to make the initial assumption, to go on thinking, and to arrive at a conclusion different from that which is scientifically correct. In what is called 'inductive' thinking there is no such compulsion. The essence of the process, here, is that having put certain observations together, and having found that they make a pattern, we extr...