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2篇 您的检索式:作者名="DONG Mingchui"
    题名 作者 年代 出处 被引量
1A fast algorithm for kinematic chain isomorphism identification based on dividing and matching vertices显示文摘ZENG Kehan FAN Xiaogui DONG Mingchui 2014Mechanism and Machine Theory2014,72,12:1
2Adaptive Electric Load Forecaster显示文摘In this paper, a methodology, Self-Developing and Self-Adaptive Fuzzy Neural Networks using Type-2Fuzzy Bayesian Ying-Yang Learning(SDSA-FNN-T2FBYYL) algorithm and multi-objective optimization is proposed.The features of this methodology are as follows:(1) A Bayesian Ying-Yang Learning(BYYL) algorithm is used to construct a compact but high-performance system automatically.(2) A novel multi-objective T2 FBYYL is presented that integrates the T2 fuzzy theory with BYYL to automatically construct its best structure and better tackle various data uncertainty problems simultaneously.(3) The weighted sum multi-objective optimization technique with combinations of different weightings is implemented to achieve the best trade-off among multiple objectives in the T2 FBYYL. The proposed methods are applied to electric load forecast using a real operational dataset collected from Macao electric utility. The test results reveal that the proposed method is superior to other existing relevant techniques.Mingchui Dong Chinwang Lou 2015Tsinghua Science and Technology2015,20,2:0
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