title: Genetic algorithm: Rule of thumb for choosing parameters to solve large solution space
body: <p>I have a Genetic algorithm with individuals composed of 2000 bits, where I try to optimize 4 variables. Is there any (relatively straight forward preferably) rule of thumb to set parameters such as population size, number of generations, and mutation probability?</p>