Optimizing genetic algorithm for protein crystallization screening using an exploratory fitness function

Protein crystallization is the process of formation of protein crystals. Many combinations of chemicals need to be tried to obtain a crystal for some difficult proteins. This paper discusses a novel way of identifying the various conditions necessary for a successful crystal growth by using a variation of genetic algorithm which explores unexplored territories of the chemical search space, thereby increasing the probability of finding a new...