IlliGAL is the acronym of Illinois Genetic Algorithms Laboratory. Here they study nature's algorithms about choice, genetics and evolution, and then they use them to solve difficult problems on computers.
Despite it sounding like something related to immigration, the Illinois Genetic Algorithms Laboratory studies, as you might have guessed, genetic algorithms.