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A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part A
Many real-world optimization problems are dynamic. The field of dynamic optimization deals with such problems where the search space …
Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao
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End-to-End Dense Video Captioning with Parallel Decoding
Dense video captioning aims to generate multiple associated captions with their temporal locations from the video. Previous methods …
Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng, Ping Luo
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FaPN: Feature-aligned Pyramid Network for Dense Image Prediction
Recent advancements in deep neural networks have made remarkable leap-forwards in dense image prediction. However, the issue of feature …
Shihua Huang, Zhichao Lu, Ran Cheng, Cheng He
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Efficient Evolutionary Neural Architecture Search by Modular Inheritable Crossover
Deep neural networks are widely used in the domain of image classification, and a large number of excellent deep neural networks have …
Cheng He, Hao Tan, Shihua Huang, Ran Cheng
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Evolutionary Large-Scale Multi-Objective Optimization: A Survey
Multi-objective evolutionary algorithms (MOEAs) have shown promising performance in solving various optimization problems, but their …
Ye Tian, Langchun Si, Xingyi Zhang, Ran Cheng, Cheng He, Kay Tan, Yaochu Jin
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Adaptive Dropout for High-dimensional Expensive Multiobjective Optimization
Various works have been proposed to solve expensive multiobjective optimization problems (EMOPs) using surrogate-assisted evolutionary …
Jianqing Lin, Cheng He, Ran Cheng
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A Multi-stage Evolutionary Algorithm for Multi-objective Optimization with Complex Constraints
Constrained multi-objective optimization problems (CMOPs) are difficult to handle because objectives and constraints need to be …
Haiping Ma, Haoyu Wei, Ye Tian, Ran Cheng, Xingyi Zhang
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A Parallel Multi-objective Evolutionary Algorithm for Community Detection in Large-scale Complex Networks
Community detection in large-scale complex networks has recently received significant attention as the volume of available data is …
Yansen Su, Kefei Zhou, Xingyi Zhang, Ran Cheng, Chunhou Zheng
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A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part B
This article presents the second Part of a two-Part survey that reviews evolutionary dynamic optimization (EDO) for single-objective …
Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao
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Adaptive Simulated Binary Crossover for Rotated Multi-objective Optimization
Crossover is a crucial operation for generating promising offspring solutions in evolutionary multi-objective optimization. Among …
Linqiang Pan, Wenting Xu, Lianghao Li, Cheng He, Ran Cheng
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