Evolutionary Dynamic Multiobjective Optimization via Learning From Historical Search Process

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3059252 ◽

2021 ◽

pp. 1-12

Author(s):

Qi Zhao ◽

Bai Yan ◽

Yuhui Shi ◽

Martin Middendorf

Keyword(s):

Multiobjective Optimization ◽

Search Process ◽

Evolutionary Dynamic ◽

Dynamic Multiobjective Optimization

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A First-Order Difference Model-Based Evolutionary Dynamic Multiobjective Optimization

Lecture Notes in Computer Science - Simulated Evolution and Learning ◽

10.1007/978-3-319-68759-9_52 ◽

2017 ◽

pp. 644-655 ◽

Author(s):

Leilei Cao ◽

Lihong Xu ◽

Erik D. Goodman ◽

Hui Li

Keyword(s):

Multiobjective Optimization ◽

Evolutionary Dynamic ◽

Difference Model ◽

Order Difference ◽

First Order ◽

Model Based ◽

Dynamic Multiobjective Optimization

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A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2013.2245892 ◽

2014 ◽

Vol 44 (1) ◽

pp. 40-53 ◽

Author(s):

Aimin Zhou ◽

Yaochu Jin ◽

Qingfu Zhang

Keyword(s):

Multiobjective Optimization ◽

Evolutionary Dynamic ◽

Dynamic Multiobjective Optimization ◽

Population Prediction ◽

Prediction Strategy

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Evolutionary Dynamic Multiobjective Optimization: Benchmarks and Algorithm Comparisons

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2015.2510698 ◽

2017 ◽

Vol 47 (1) ◽

pp. 198-211 ◽

Author(s):

Shouyong Jiang ◽

Shengxiang Yang

Keyword(s):

Multiobjective Optimization ◽

Evolutionary Dynamic ◽

Dynamic Multiobjective Optimization

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Inverse Gaussian Process Modeling for Evolutionary Dynamic Multiobjective Optimization

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3070434 ◽

2021 ◽

pp. 1-14

Author(s):

Huan Zhang ◽

Jinliang Ding ◽

Min Jiang ◽

Kay Chen Tan ◽

Tianyou Chai

Keyword(s):

Multiobjective Optimization ◽

Gaussian Process ◽

Process Modeling ◽

Inverse Gaussian ◽

Evolutionary Dynamic ◽

Inverse Gaussian Process ◽

Dynamic Multiobjective Optimization ◽

Gaussian Process Modeling

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Evolutionary Dynamic Multiobjective Optimization Assisted by a Support Vector Regression Predictor

IEEE Transactions on Evolutionary Computation ◽

10.1109/tevc.2019.2925722 ◽

2020 ◽

Vol 24 (2) ◽

pp. 305-319 ◽

Author(s):

Leilei Cao ◽

Lihong Xu ◽

Erik D. Goodman ◽

Chunteng Bao ◽

Shuwei Zhu

Keyword(s):

Multiobjective Optimization ◽

Support Vector Regression ◽

Support Vector ◽

Evolutionary Dynamic ◽

Dynamic Multiobjective Optimization

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Evolutionary Dynamic Multiobjective Optimization Via Kalman Filter Prediction

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2015.2490738 ◽

2016 ◽

Vol 46 (12) ◽

pp. 2862-2873 ◽

Author(s):

Arrchana Muruganantham ◽

Kay Chen Tan ◽

Prahlad Vadakkepat

Keyword(s):

Kalman Filter ◽

Multiobjective Optimization ◽

Evolutionary Dynamic ◽

Dynamic Multiobjective Optimization

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Decomposition-based evolutionary dynamic multiobjective optimization using a difference model

Applied Soft Computing ◽

10.1016/j.asoc.2018.12.031 ◽

2019 ◽

Vol 76 ◽

pp. 473-490 ◽

Author(s):

Leilei Cao ◽

Lihong Xu ◽

Erik D. Goodman ◽

Hui Li

Keyword(s):

Multiobjective Optimization ◽

Evolutionary Dynamic ◽

Difference Model ◽

Dynamic Multiobjective Optimization

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A dual prediction strategy with inverse model for evolutionary dynamic multiobjective optimization

ISA Transactions ◽

10.1016/j.isatra.2021.01.053 ◽

2021 ◽

Author(s):

Xiaxia Li ◽

Jingming Yang ◽

Hao Sun ◽

Ziyu Hu ◽

Anran Cao

Keyword(s):

Multiobjective Optimization ◽

Inverse Model ◽

Evolutionary Dynamic ◽

Dynamic Multiobjective Optimization ◽

Prediction Strategy

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A diversity introduction strategy based on change intensity for evolutionary dynamic multiobjective optimization

Soft Computing ◽

10.1007/s00500-020-05175-1 ◽

2020 ◽

Vol 24 (17) ◽

pp. 12789-12799

Author(s):

Ruochen Liu ◽

Luyao Peng ◽

Jiangdi Liu ◽

Jing Liu

Keyword(s):

Multiobjective Optimization ◽

Evolutionary Dynamic ◽

Dynamic Multiobjective Optimization ◽

Change Intensity

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Reference Vector Based Multidirectional Prediction for Evolutionary Dynamic Multiobjective Optimization

2019 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2019.8790229 ◽

2019 ◽

Author(s):

Qiang Liu ◽

Jinliang Ding

Keyword(s):

Multiobjective Optimization ◽

Reference Vector ◽

Evolutionary Dynamic ◽

Dynamic Multiobjective Optimization

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