Evolutionary-Intelligence/EvolutionaryComputation-A-Modern-Perspective-ECAMP
Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).
This online book provides a comprehensive and modern perspective on Evolutionary Computation (EC), explaining how algorithms inspired by natural selection can solve complex problems. It takes abstract challenges or datasets and helps you understand how to apply EC techniques to find optimal solutions. Anyone working in scientific research, engineering, or computer science who needs to optimize systems or solve difficult search problems will find this valuable.
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Use this if you are a researcher, engineer, or advanced student looking to deeply understand and apply evolutionary algorithms to optimization, problem-solving, or machine learning tasks.
Not ideal if you are looking for a plug-and-play software library without needing to grasp the underlying theory and principles of evolutionary computation.
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