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The Vision of Self-Evolving Computing Systems



Danny Weyns , Thomas Baeck , Rene Vidal , Xin Yao , Ahmed Nabil Belbachir

* 19 pages 

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Reproducibility and Baseline Reporting for Dynamic Multi-objective Benchmark Problems



Daniel Herring , Michael Kirley , Xin Yao

* Accepted for publication in "Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) 2022" 

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Interactive Evolutionary Multi-Objective Optimization via Learning-to-Rank



Ke Li , Guiyu Lai , Xin Yao


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An Efficient Multi-Indicator and Many-Objective Optimization Algorithm based on Two-Archive



Ziming Wang , Xin Yao

* 15 pages,9 figures 

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Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network



Gan Ruan , Leandro L. Minku , Zhao Xu , Xin Yao

* 37 pages, 6 figures 

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TRIP: Refining Image-to-Image Translation via Rival Preferences



Yinghua Yao , Yuangang Pan , Ivor W. Tsang , Xin Yao


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Hybrid Beamforming for RIS-Aided Communications: Fitness Landscape Analysis and Niching Genetic Algorithm



Bai Yan , Qi Zhao , Jin Zhang , J. Andrew Zhang , Xin Yao


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Lifelong Computing



Danny Weyns , Thomas Bäck , Renè Vidal , Xin Yao , Ahmed Nabil Belbachir

* 9 pages 

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Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark



Mohammad Nabi Omidvar , Danial Yazdani , Juergen Branke , Xiaodong Li , Shengxiang Yang , Xin Yao

* arXiv admin note: text overlap with arXiv:2106.06174 

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Differential-Critic GAN: Generating What You Want by a Cue of Preferences



Yinghua Yao , Yuangang Pan , Ivor W. Tsang , Xin Yao


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