here formula_4 is the number of strings belonging to schema formula_5 at generation formula_6, formula_7 is the "observed" average fitness of schema formula_5 and formula_9 is the "observed" average fitness at generation formula_6. the probability of disruption formula_11 is the probability that crossover or mutation will destroy the schema formula_5. it can be expressed as: