Computational intelligence: From mathematical point of view |
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Authors: | Minping Qian Guanglu Gong |
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Institution: | (1) Deportment of Probability and Statistics, Peking University, 100871 Beijing, China;(2) Department of Applied Mathematics, Tsinghua University, 100084 Beijing, China |
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Abstract: | A simple but illustrative survey is given on various approaches of computational intelligence with their features, applications
and the mathematical tools involved, among which the simulated annealing, neural networks, genetic and evolutionary programming,
self-organizing learning and adapting algorithms, hidden Markov models are recommended intensively. The common mathematical
features of various computational intelligence algorithms are exploited. Finally, two common principles of concessive strategies
implicated in many computational intelligence algorithms are discussed. |
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Keywords: | computational Intelligence simulated annealing neural network genetic algorithm evolutionary programming self-organizing learning self-adapting algorithm hidden Markov model concession strategy |
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