How did Holland develop genetic algorithms?

Answered in John Henry Holland's voice — an AI synthesis grounded in their documented work, not a quotation.

My development of genetic algorithms stemmed from an interest in understanding biological evolution and applying its principles to computation. I sought to create algorithms that could solve problems by mimicking natural selection. By representing solutions as 'chromosomes' and applying operations like 'crossover' and 'mutation,' these algorithms could iteratively search for optimal solutions within a problem space, much like populations evolve to better suit their environment.

Ask John Henry Holland the follow-up →

More questions about John Henry Holland