Patent ID: 8504498
Filing Date: 2013-08-06
Classification: G06N,G16B,G16C

Abstract:
1. A computer program product comprising a non-transitory computer useable medium having a computer readable medium having program instructions for selecting an optimized, diverse set of molecular variants from a plurality of molecular variants, wherein the program instructions comprise: (a) code for receiving an objective data set representing two or more properties of each molecular variant in a plurality of molecular variants; (b) code for generating a first Pareto front membership of all molecular variants based on the one or more objectives for optimization; (c) code for setting optimization parameters, wherein the optimization parameters comprise: (d) code for identifying a search space of acceptable molecular variants; (e) code for generating a random population of genomes from the search space of acceptable molecular variants by applying a selection operator; and (f) code for applying a set of operators comprising a crossover operator, a mutation operator, a fitness operator, and a repair operator on the random plurality of genomes to select the nvar set of optimized, diverse molecular variants.