Genetic Algorithms in Search, Optimization, and Machine Learning

This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of G...

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This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required. 0201157675B07092001

DAVID E. GOLDBERG is president of Big Beacon, a nonprofit organization founded as a movement for the transformation of engineering education. He is known as an author, educator, entrepreneur, and artificial intelligence researcher. Author of the widely cited bestseller Genetic Algorithms in Search, Optimization, and Machine Learning and co-founder of ShareThis, in 2007 he co-fo...

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DAVID E. GOLDBERG is president of Big Beacon, a nonprofit organization founded as a movement for the transformation of engineering education. He is known as an author, educator, entrepreneur, and artificial intelligence researcher. Author of the widely cited bestseller Genetic Algorithms in Search, Optimization, and Machine Learning and co-founder of ShareThis, in 2007 he co-founded the Illinois Foundry for Innovation in Engineering Education (iFoundry). In 2010 he resigned his tenure and professorship at the University of Illinois to work full time for the transformation of engineering education. As a movement leader, leadership coach, and change management consultant, Dave now works with individuals, organizations, and networks around the world to collaboratively disrupt the status quo.