techniques. Stochastic engines or random number generators are commonly used to initialize metaheuristic approaches. This article … proposes the incorporation of extreme value distribution into stochastic engines to improve the performance of the optimization … variants are developed by modifying their stochastic engines: Pareto-DE and Extreme-DE. The algorithms are then applied to …