Individual based and mean-field modeling of direct aggregation

► We introduce two stochastic individual-based models of biological aggregation. ► The individual particle stochasticity depends on the perceived average population density. ► Both models exhibit formation of aggregates resulting from random fluctuations in the population density. ► We derive the corresponding mean field description and perform its mathematical analysis. ► Extensive numerical results are presented.