Genetic Programming: An Introduction (The Morgan Kaufmann by Wolfgang Banzhaf,Peter Nordin,Robert E. Keller,Frank D.

By Wolfgang Banzhaf,Peter Nordin,Robert E. Keller,Frank D. Francone

because the early Nineteen Nineties, genetic programming (GP)—a self-discipline whose target is to allow the automated iteration of laptop programs—has emerged as probably the most promising paradigms for quick, effective software program improvement. GP combines organic metaphors gleaned from Darwin's conception of evolution with computer-science methods drawn from the sector of computing device studying to create courses which are able to adapting or recreating themselves for open-ended tasks.

This precise creation to GP offers a close assessment of the topic and its antecedents, with broad references to the broadcast and on-line literature. as well as explaining the elemental idea and significant algorithms, the textual content contains sensible discussions overlaying a wealth of capability functions and real-world implementation strategies. software program pros wanting to appreciate and practice GP strategies will locate this ebook a useful functional and theoretical guide.

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