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An Introduction to Genetic Algorithms by Melanie Mitchell (Paperback, 1998)

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An Introduction to Genetic Algorithms is accessible to students and researchers in any scientific discipline. It includes many thought and computer exercises that build on and reinforce the reader's understanding of the text.