 Formally, let formula_1 be the fitness function which must be minimized (note that maximization can be performed by considering the function formula_2 instead).The function takes a candidate solution as argument in the form of a vector of real numbers and produces a real number as output which indicates the fitness of the given candidate solution.The gradient of formula_3 is not known.