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An Introduction to Genetic Algorithms (Complex Adaptive Systems) by Mitchell, Melanie is a nonfiction available to read on EtoBox.

What is An Introduction to Genetic Algorithms (Complex Adaptive Systems) about?

Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics--particularly in machine learning, scientific modeling, and artificial life--and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics, underscoring the exciting "general purpose" nature of genetic algorithms as search methods that can be employed across disciplines. 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. The

Who reads An Introduction to Genetic Algorithms (Complex Adaptive Systems)?

Author

Mitchell, Melanie

Publisher

The MIT Press

Published

1999

Language

EN

ISBN

9780262280013

Category

nonfiction

Subjects

Science, Biology, Computer Science

Rating

3.73 / 5 (7 ratings)

Updated

2026-03-14