Search Results - "Dynamic multi-objective optimization algorithms"

A novel population robustness-based switching response framework for solving dynamic multi-objective problems by Li, Han, Fang, Zheng, Hu, Liwei, Liu, Haonan, Wu, Peishu, Zeng, Nianyin

“…In this paper, a novel population robustness-based switching response framework (PR-SRF) is proposed to develop effective dynamic multi-objective optimization algorithm…”
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Improved Population Prediction Strategy for Dynamic Multi-Objective Optimization Algorithms Using Transfer Learning by Liu, Zhening, Wang, Handing

“…Many real-world optimization problems have dynamic multiple objectives and constrains, such problems are called dynamic multi-objective optimization problems…”
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Population-based metaheuristics for continuous boundary-constrained dynamic multi-objective optimisation problems by Helbig, Mardé, Engelbrecht, Andries P.

“…Most real-world optimisation problems are dynamic in nature with more than one objective, where at least two of these objectives are in conflict with one…”
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Effects of Decision Models on Dynamic Multi-objective Optimization Algorithms for Financial Markets by Atiah, Frederick Ditliac, Helbig, Marde

“… This study explores the effects of five decision models on three state-of-the-art dynamic multi-objective optimization algorithms namely, dynamic vector-evaluated particle swarm optimization (DVEPSO…”
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Using Diversity as an Additional-objective in Dynamic Multi-objective Optimization Algorithms by Hao Chen, Ming Li, Xi Chen

“…This paper investigates the use of additional-objective for solving multi-objective optimization problems in dynamic environment. A number of authors proposed…”
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Dynamic multi-objective optimization algorithm based decomposition and preference by Hu, Yaru, Zheng, Jinhua, Zou, Juan, Jiang, Shouyong, Yang, Shengxiang

“…Most of the existing dynamic multi-objective evolutionary algorithms (DMOEAs) are effective, which focuses on searching for the approximation of Pareto-optimal…”
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A dynamic multi-objective optimization algorithm based on probability-driven prediction and correlation-guided individual transfer: PDP&CGIT: A Dynamic Multi-Objective Optimization Algorithm by Ge, Fangzhen, Zhao, Xuan, Chen, Debao, Shen, Longfeng, Liu, Huaiyu

“… To this end, this study proposes a dynamic multi-objective optimization algorithm based on probability-driven prediction and correlation-guided individual transfer (PDP&CGIT…”
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Dynamic Multiobjective Optimization Algorithm Guided by Recurrent Neural Network by Hu, Yaru, Ou, Junwei, Nagaratnam Suganthan, Ponnuthurai, Pedrycz, Witold, Wang, Rui, Zheng, Jinhua, Zou, Juan, Song, Yanjie

“…In recent years, prediction-based algorithms have attracted much attention for solving dynamic multiobjective optimization (DMO) problems in the evolutionary…”
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Hybrid response dynamic multi-objective optimization algorithm based on multi-arm bandit model by Hu, Xiaolin, Wu, Lingyu, Han, Mingzhang, Zhao, Xinchao, Sang, Xinzhu

“… To address this issue, this paper proposes a hybrid response dynamic multi-objective optimization algorithm…”
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A change severity degree-based dynamic multi-objective optimization algorithm with adaptive response strategy by Kouka, Najwa, Fourati, Rahma, Fdhila, Raja, Hussain, Amir, Alimi, Adel M.

“…Many real-world optimization problems are dynamic by nature, exhibiting temporal variations in objective functions, constraints, and parameters. These problems…”
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A self-adaptive dynamic multi-objective optimization algorithm based on transfer learning and elitism-based mutation by Zhang, Xi, Jin, Yaochu, Qian, Feng

“…Dynamic multi-objective optimization problems (DMOPs) involve several conflicting objectives, and these objective functions change over time. Therefore,…”
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Dynamic multi-objective optimization algorithm based on incremental Gaussian mixture model by Xia, Xuewen, Zeng, Yi, Xu, Xing, Zhang, Yinglong

“…In recent years, prediction-based algorithms have made significant progress in solving dynamic multi-objective optimization problems (DMOPs). However, most…”
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A dynamic multi-objective optimization algorithm with a dual mechanism based on prediction and archive by Wang, Maocai, Li, Bin, Dai, Guangming, Song, Zhiming, Chen, Xiaoyu, Bao, Qian, Peng, Lei

“…In the dynamic multi-objective optimization problems, if the environmental changes are detected, an appropriate response strategy be employed to respond…”
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A dynamic multi-objective optimization algorithm based on probability-driven prediction and correlation-guided individual transfer by Ge, Fangzhen, Zhao, Xuan, Chen, Debao, Shen, Longfeng, Liu, Huaiyu

“… To this end, this study proposes a dynamic multi-objective optimization algorithm based on probability-driven prediction and correlation-guided individual transfer (PDP&CGIT…”
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Performance measures for dynamic multi-objective optimisation algorithms by Helbig, Mardé, Engelbrecht, Andries P.

“…•We provide a comprehensive overview of MOO performance measures.•These measures are adapted and used for dynamic MOO.•We provide a comprehensive overview of…”
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A Special Points and Neural Network-Based Dynamic Multi-Objective Optimization Algorithm by Li, Sanyi, Hou, Wenjie, Liu, Peng, Yue, Weichao, Wang, Qian

“…This paper introduces a special points and neural network- based dynamic multi-objective optimization algorithm (SPNN-DMOA…”
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An Adaptive Overcurrent Protection Method for Distribution Networks Based on Dynamic Multi-Objective Optimization Algorithm by Xu, Biao, Ouyang, Fan, Li, Yangyang, Yu, Kun, Ao, Fei, Li, Hui, Tan, Liming

“…With the large-scale integration of renewable energy into distribution networks, traditional fixed-setting overcurrent protection strategies struggle to adapt…”
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A Dynamic Multi-Objective Optimization Algorithm for AGV Routing in Assembly Workshops by Chen, Yong, Sun, Yuqi, Chen, Mingyu, Yi, Wenchao, Pei, Zhi, Li, Jiong

“…This study tackles the complex challenge of dynamic multi-objective vehicle routing optimization in large-scale equipment manufacturing, where routing…”
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Evolutionary dynamic multi-objective optimization algorithm based on Borda count method by Orouskhani, Maysam, Teshnehlab, Mohammad, Nekoui, Mohammad Ali

“…In this paper, a novel dynamic multi-objective optimization algorithm is introduced…”
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A novel cooperative coevolutionary dynamic multi-objective optimization algorithm using a new predictive model by Liu, Ruochen, Chen, Yangyang, Ma, Wenping, Mu, Caihong, Jiao, Licheng

“… In this paper, a novel cooperative coevolutionary dynamic multi-objective optimization algorithm (PNSCCDMO) is proposed…”
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