Titlebook: Autonomous Search; Youssef Hamadi,Eric Monfroy,Frédéric Saubion Book 2012 Springer-Verlag Berlin Heidelberg 2012 Adaptation.Artificial lif

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An Introduction to Autonomous Search,rtunities. It corresponds to a particular case of adaptive systems, with the objective of improving its problem-solving performance by adapting its search strategy to the problem at hand. Internal components correspond to the various algorithms involved in the search process: heuristics, inference m

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Evolutionary Algorithm Parameters and Methods to Tune Themtype of parameters used to specify their details. Furthermore, we consider the most important aspects of the parameter tuning problem and give an overview of existing parameter tuning methods. Finally, we elaborate on the methodological issues involved here and provide recommendations for further de

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Case-Based Reasoning for Autonomous Constraint Solvingthe past, and we modify the past solutions to fit the circumstances of the new problem..Within Artificial Intelligence (AI), the idea that we can solve problems by recalling and reusing the solutions to similar past problems, rather than reasoning ‘from scratch’, underlies Case-Based Reasoning (CBR)

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