Genetic Programming: Fundamentals and Applications

Fouad Sabry

juuli 2023 · Artificial Intelligence 87. raamat · One Billion Knowledgeable · AI etteloetav Mason (Google'ilt)

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2 h 38 min

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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.

Teave autori kohta

Fouad Sabry is the former Regional Head of Business Development for Applications at HP. Fouad has received his B.Sc. of Computer Systems and Automatic Control in 1996, dual master’s degrees from University of Melbourne (UoM) in Australia, Master of Business Administration (MBA) in 2008, and Master of Management in Information Technology (MMIT) in 2010. Fouad has more than 30 years of experience in Information Technology and Telecommunications fields, working in local, regional, and international companies, such as Vodafone and IBM. Fouad joined HP in 2013 and helped develop the business in tens of markets. Currently, Fouad is an entrepreneur, author, futurist, and founder of One Billion Knowledge (1BK) Initiative.

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