Titlebook: Evolutionary Learning: Advances in Theories and Algorithms; Zhi-Hua Zhou,Yang Yu,Chao Qian Book 2019 Springer Nature Singapore Pte Ltd. 20

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https://doi.org/10.1007/978-981-13-5956-9Artificial intelligence; Machine Learning; Evolutionary Learning; Evolutionary Algorithms; Evolutionary

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The Surge: Exile and Crime in Siberia,This chapter briefly introduces basic concepts including machine learning, evolutionary learning, multi-objective optimization, as well as the organization of the book.

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Existence, Historical Fabulation, DestinyThis chapter studies the influence of population on evolutionary algorithms. We show that, on one hand, population is unexpected for simple functions such as OneMax and LeadningOnes by derving the lower running time bound, and on the other hand, in the presence of noise, using population can enhance the robustness against noise.

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