fitness function genetic algorithm
How i can use genetic algorithms due to i don’t know fitness function of dataset that i do?
Such Medical data,in the amount of drugs, what drug is best for patient
It optimization problem. I have hear niched pareto genetic algorithms may be help in the promblem but i don’t understand how niched pareto work?
If your problem is a cluster problem (your data have to be grouped, into patients with similar, but as yet unknown characteristics) then genetic algorithms are not the best solution. Bayes’ clustering methods would work better.
If it’s an optimization problem of some sorts, then genetic algorithms might help *if* you know a fitness function.
Giving more details of your problem would surely help.
Edit: Googling for
niched pareto genetic algorithms
gives several articles, the first of which was already quite readable. (Didn’t look at the others.)
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.34.4189
Good luck!
Genetic algorithm in Operation Flashpoint