Aesthetic Differential Evolution Algorithm for Solving Computationally Expensive Optimization Problems

wo Enhanced Differential Evaluation Algorithms for expensive optimization

“…In Mutation, the algorithm selects three vectors out of the population randomly then use one of three schemes defined in DE, DE/rand/bin is one of the popular schemes, to produce a new sample vector (the tweaked vector) [7]. While the Crossover takes that new sample from the Mutation as an input and uses some tweaking on its values [7].…”

“…While the Crossover takes that new sample from the Mutation as an input and uses some tweaking on its values [7]. The Mutation operation controlled by an amplification weight factor (a vector lies between 1 and 0).…”