An Introduction to Genetic Algorithms Melanie Mitchell 1997 Computer Science MIT

Explore the foundational principles of genetic algorithms with \"An Introduction to Genetic Algorithms\" by Melanie Mitchell. This authoritative text, a third printing from 1997 by The MIT Press, is an essential resource for anyone delving into the fascinating field of evolutionary computation. Mitchell provides a comprehensive and accessible overview, suitable for students and researchers alike, covering the core concepts, historical context, and modern applications of genetic algorithms.This book is lauded for its clear, straightforward approach to a complex subject, making it an invaluable addition to any library focused on artificial intelligence, machine learning, computer science, and computational intelligence. Discover detailed explanations, theoretical underpinnings, and practical examples that illuminate how genetic algorithms can solve a wide range of problems, from optimization to artificial life. A must-have for enthusiasts and professionals in the burgeoning fields of AI and evolutionary computing.