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Databases & Big Data - Foundations of Genetic Programming

Description

Book Synopsis: This is one of the only books to provide a complete and coherent review of the theory of genetic programming (GP). In doing so, it provides a coherent consolidation of recent work on the theoretical foundations of GP. A concise introduction to GP and genetic algorithms (GA) is followed by a discussion of fitness landscapes and other theoretical approaches to natural and artificial evolution. Having surveyed early approaches to GP theory, it presents new exact schema analysis, showing that it applies to GP as well as to the simpler GAs. New results on the potentially infinite number of possible programs are followed by two chapters applying these new techniques.

Details

Are you ready to take your understanding of genetic programming to the next level? Look no further than the Foundations of Genetic Programming book. This comprehensive guide offers a complete review of the theory of genetic programming (GP), making it one of the only books in its field to provide such a coherent consolidation of recent work. With a concise introduction to GP and genetic algorithms (GA), this book dives deep into the discussion of fitness landscapes and other theoretical approaches to natural and artificial evolution.

What sets this book apart is its exploration of new exact schema analysis, revealing that it applies not only to simpler GAs but also to GP. In addition, the book unveils new results on the potentially infinite number of possible programs, showcasing groundbreaking research that pushes the boundaries of genetic programming. The content is presented in a clear and accessible manner, making it ideal for both beginners and advanced readers alike.

Don't miss out on the opportunity to expand your expertise in genetic programming. Take the next step in your journey by diving into the Foundations of Genetic Programming book. Unlock new insights, gain a deeper understanding of GP theory, and explore the limitless possibilities this field has to offer. Order your copy today and revolutionize your approach to genetic programming.

Interested in revolutionizing your approach to genetic programming? Order your copy of Foundations of Genetic Programming now.

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