In multiobjective optimization problems, Pareto dominance-based search techniques are known to lose their efficiency in problems with a large number of objective functions - the many-objective problems. This paper proposes an algorithm based on a stochastic differential equation approach combined with an evolutionary strategy for dealing with such problems… (More)