Search Results - "Multiobjective evolutionary algorithm"

A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy by Zhu, Qingling, Zhang, Qingfu, Lin, Qiuzhen

“…Overall constraint violation functions are commonly used in multiobjective evolutionary algorithms (MOEAs…”
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A Self-Organizing Multiobjective Evolutionary Algorithm by Zhang, Hu, Zhou, Aimin, Song, Shenmin, Zhang, Qingfu, Gao, Xiao-Zhi, Zhang, Jun

“…)-dimensional piecewise continuous manifold. Based on this property, this paper proposes a self-organizing multiobjective evolutionary algorithm…”
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MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition by Qingfu Zhang, Qingfu Zhang, Hui Li, Hui Li

“… This paper proposes a multiobjective evolutionary algorithm based on decomposition (MOEA/D). It decomposes a multiobjective optimization problem into a number of scalar optimization subproblems and optimizes them simultaneously…”
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A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling by Ran Cheng, Yaochu Jin, Narukawa, Kaname, Sendhoff, Bernhard

“…To approximate the Pareto front, most existing multiobjective evolutionary algorithms store the nondominated solutions found so far in the population or in an external archive during the search…”
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An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility by Tian, Ye, Cheng, Ran, Zhang, Xingyi, Cheng, Fan, Jin, Yaochu

“…During the past two decades, a variety of multiobjective evolutionary algorithms (MOEAs…”
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A Multimodal Multiobjective Evolutionary Algorithm Using Two-Archive and Recombination Strategies by Liu, Yiping, Yen, Gary G., Gong, Dunwei

“… In this paper, we propose a novel multimodal multiobjective evolutionary algorithm using two-archive and recombination strategies…”
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Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing by Liu, Fei, Zhang, Qingfu, Zhu, Qingling, Tong, Xialiang, Yuan, Mingxuan

“… In this article, we show that offline machine learning can be very useful to assist multiobjective evolutionary algorithms to tackle this kind of problem…”
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A Dynamic Multiobjective Evolutionary Algorithm Based on Decision Variable Classification by Liang, Zhengping, Wu, Tiancheng, Ma, Xiaoliang, Zhu, Zexuan, Yang, Shengxiang

“… Many dynamic multiobjective evolutionary algorithms (DMOEAs) have been put forward to solve DMOPs mainly by incorporating diversity introduction or prediction approaches with conventional multiobjective evolutionary algorithms…”
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MOEA/HD: A Multiobjective Evolutionary Algorithm Based on Hierarchical Decomposition by Xu, Hang, Zeng, Wenhua, Zhang, Defu, Zeng, Xiangxiang

“…Recently, numerous multiobjective evolutionary algorithms (MOEAs) have been proposed to solve the multiobjective optimization problems (MOPs…”
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A Simple and Fast Hypervolume Indicator-Based Multiobjective Evolutionary Algorithm by Siwei Jiang, Jie Zhang, Yew-Soon Ong, Zhang, Allan N., Puay Siew Tan

“…To find diversified solutions converging to true Pareto fronts (PFs), hypervolume (HV) indicator-based algorithms have been established as effective approaches in multiobjective evolutionary algorithms…”
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A decomposition-based multiobjective evolutionary algorithm with weights updated adaptively by Liu, Yuan, Hu, Yikun, Zhu, Ningbo, Li, Kenli, Zou, Juan, Li, Miqing

“… Recently, decomposition-based multiobjective evolutionary algorithms (DMEAs) have become more prevalent than other patterns (e.g…”
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A Maximal Clique Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection by Wen, Xuyun, Chen, Wei-Neng, Lin, Ying, Gu, Tianlong, Zhang, Huaxiang, Li, Yun, Yin, Yilong, Zhang, Jun

“… Along this avenue, this paper proposes a maximal clique based multiobjective evolutionary algorithm (MOEA…”
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Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm by Wang, Luping, Zhang, Qingfu, Zhou, Aimin, Gong, Maoguo, Jiao, Licheng

“… It plays a key role in decomposition-based multiobjective evolutionary algorithms. However, many widely used decomposition approaches, originally proposed…”
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Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition by Ke Li, Fialho, Alvaro, Kwong, Sam, Qingfu Zhang

“… to measure the fitness improvements quantitatively in most Pareto-dominance-based multiobjective evolutionary algorithms…”
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An enhanced sparse multiobjective evolutionary algorithm in large-scale multiobjective optimization by Huang, Xiaodong, Wang, Jian, Zhang, Kai, Yuan, Bin, Dai, Caili, Ablameyko, Sergey V.

“…) often struggle to efficiently find optimal solutions. In an effort to settle this difficulty, we raise an enhanced sparse multiobjective evolutionary algorithm (ESMOEA…”
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A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables by Ma, Xiaoliang, Liu, Fang, Qi, Yutao, Wang, Xiaodong, Li, Lingling, Jiao, Licheng, Yin, Minglei, Gong, Maoguo

“…State-of-the-art multiobjective evolutionary algorithms (MOEAs) treat all the decision variables as a whole to optimize performance…”
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An Adaptive Reference Vector-Based Interval Multiobjective Evolutionary Algorithm by Gan, Xingjia, Sun, Jing, Gong, Dunwei, Jia, Dongbao, Dai, Hongwei, Zhong, Zhaoman

“… Therefore, an adaptive reference vector-based interval multiobjective evolutionary algorithm in the framework of MOEA/D (IMOEA…”
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Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm by Li, Chenyang, Yen, Gary G., He, Zhenan

“… It integrates deep generative modeling techniques and large-scale multiobjective evolutionary algorithms (LMOEAs…”
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Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm by Pinto, Mauro, Coelho, Tiago, Leal, Adriana, Lopes, Fábio, Dourado, António, Martins, Pedro, Teixeira, César

“…Seizure prediction might be the solution to tackle the apparent unpredictability of seizures in patients with drug-resistant epilepsy, which comprise about a…”
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A Hybrid Probabilistic Multiobjective Evolutionary Algorithm for Commercial Recommendation Systems by Wei, Guoshuai, Wu, Quanwang, Zhou, Mengchu

“… Then, a hybrid probabilistic multiobjective evolutionary algorithm (MOEA) is proposed to optimize these conflicting metrics…”
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