A Modified Hypervolume Based Expected Improvement for Multi-objective Efficient Global Optimization

来源 :Asian Congress of Structural and Multidisciplinary Optimizat | 被引量 : 0次 | 上传用户：liming10060651088

【摘要】

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【作者】

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Zheng Li Xinyu Wang Shilun Ruan Changyu Shen

【机构】

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Dept.of Engineering Mechanics, Dalian University of Technology, 116023, Dalian, China

【出处】

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Asian Congress of Structural and Multidisciplinary Optimizat

【发表日期】

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2018年11期

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　　The hypervolume indicator has been proved as an outstanding metric for the distribution of Pareto points,and the derived hypervolume based expected improvement (HVEI) has received a particular attention in the multi-objective efficient global optimization (EGO) method.However,the high computational cost has become the bottle neck which limits the application of HVEI on many objective optimization.

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A Modified Hypervolume Based Expected Improvement for Multi-objective Efficient Global Optimization

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