Genetic Programming: Fundamentals and Applications

· Artificial Intelligence 第 87 冊 · One Billion Knowledgeable
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What Is Genetic Programming

In the field of artificial intelligence, genetic programming, abbreviated GP, is a method for making a population of unsuited programs evolve into programs that are more suited to a certain task. This is accomplished by applying operations that are equivalent to natural genetic processes to the population of programs.


How You Will Benefit


(I) Insights, and validations about the following topics:


Chapter 1: Genetic programming


Chapter 2: Bio-inspired computing


Chapter 3: CMA-ES


Chapter 4: Fitness approximation


Chapter 5: Gene expression programming


Chapter 6: Genetic representation


Chapter 7: Grammatical evolution


Chapter 8: Inductive programming


Chapter 9: Linear genetic programming


Chapter 10: Multi expression programming


(II) Answering the public top questions about genetic programming.


(III) Real world examples for the usage of genetic programming in many fields.


(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of genetic programming' technologies.


Who This Book Is For


Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of genetic programming.

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