The article refines description of a heuristic algorithm for real-value search and optimisation called Free Search. The aim is to clarify the abilities of this method to return optimal solutions from unknown search spaces without the need for constant re-tuning of algorithm parameters, which is a common requirement of other stochastic search techniques.