Patent ID: 8041654

Claim:
A system for generating efficient genetic algorithms (EGAs) to solve optimization problems, comprising: a computer hardware system; a computer operating system; a computer database management system (dbms); wherein genetic algorithms are produced by the computer operating system on the computer hardware system by accessing the dbms to retrieve data to intentionally crossover individuals at specific phases in the breeding process; wherein the crossover of individuals into successive generations occurs in a narrow specified band; wherein the crossover of individuals occurs by accelerating specific phases; wherein the crossover of individuals occurs by limiting the range of random mutations; wherein the mutation ranges are adjusted every generation; wherein the vectors of the randomness range of mutations are periodically narrowed; wherein the historical record of past generations is accessed in the dbms and the most likely mutation vector introduced to guide subsequent generations; wherein the probabilistic ranges of mutations are periodically modulated each generation; wherein the individual genes are activated on demand; and when the EGAs use a combination of techniques, they efficiently solve the optimization problems.