Research on Chaos Electromagnetic Mechanism Fusion Algorithm Based on Logistic Mapping Article Swipe

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HE Xun-lai , Junhui Yin , Weizhao Zhang , Yang Zhen-qian ·

YOU? · · 2018 · Open Access · · DOI: https://doi.org/10.2991/msam-18.2018.46

For multi-component, strong nonlinear systems, especially when considering component elasticity and gaps, it is difficult to obtain high-order information such as required gradients through calculations.It will face problems such as fewer iterations and inconspicuous optimization results, and because of the objective function.The non-linear features make it difficult to achieve optimal calculations.In this paper, by introducing Logistic chaotic maps to enrich the search behavior, the global optimization ability of the standard electromagnetic algorithm is improved.The test results show that the improved EM algorithm introduced with the chaos mechanism, the CEM algorithm, improves both the accuracy of the solution and the convergence efficiency.For solving high-dimensional function optimization problems.At the same time, it is found that the better initial population is of great significance for speeding up the optimization process, and the initial fitness can be improved by adopting multiple initial population selection and setting elite solutions.

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Artificial Intelligence

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CHAOS (operating system) Mechanism (biology) Computer science Fusion Algorithm Sensor fusion Logistic map Artificial intelligence Physics Chaotic Computer security Quantum mechanics Philosophy Linguistics

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Type: article
Language: en
Landing Page: https://doi.org/10.2991/msam-18.2018.46
PDF: https://download.atlantis-press.com/article/25902290.pdf
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DOI: https://doi.org/10.2991/msam-18.2018.46

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Title: Research on Chaos Electromagnetic Mechanism Fusion Algorithm Based on Logistic Mapping

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Language: en

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Publication year: 2018

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Publication date: 2018-01-01

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Authors: HE Xun-lai, Junhui Yin, Weizhao Zhang, Yang Zhen-qian

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Landing page: https://doi.org/10.2991/msam-18.2018.46

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Concepts: CHAOS (operating system), Mechanism (biology), Computer science, Fusion, Algorithm, Sensor fusion, Logistic map, Artificial intelligence, Physics, Chaotic, Computer security, Quantum mechanics, Philosophy, Linguistics

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