I would like to know what 'heuristics' actually means in artificial intelligence. For example, I am reading a paper by Engelbrecht on the convergence analysis of the particles of the algorithm. The section where the author discusses the mathematical reasons why the particles behave the way they do was entitled 'heuristics'. Does it, in any way, mean ... the mathematical rigour, methodology, convergence, etc?

Your insights would be helpful.