Výsledky vyhledávání - (dynamic OR dynamika) multi-objective optimization algorithms

Multi-objective optimization of PEM fuel cell by coupled significant variables recognition, surrogate models and a multi-objective genetic algorithm Autor Li, Hongwei, Xu, Boshi, Lu, Guolong, Du, Changhe, Huang, Na

“…•A fast and systematic multi-objective optimization framework is proposed.•Power density, efficiency and cathode O2 uniformity are optimized simultaneously…”
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Dynamic adaptive multi-objective optimization algorithm based on type detection Autor Cai, Xingjuan, Wu, Linjie, Zhao, Tianhao, Wu, Di, Zhang, Wensheng, Chen, Jinjun

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A novel Whale Optimization Algorithm integrated with Nelder–Mead simplex for multi-objective optimization problems Autor Abdel-Basset, Mohamed, Mohamed, Reda, Mirjalili, Seyedali

“… Such methods tend to suffer from degraded performance when solving multi-objective optimization problems due to addressing the conflicting goals of finding accurate estimation of Pareto optimal…”
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Dynamic economic emission dispatch considering renewable energy generation: A novel multi-objective optimization approach Autor Liu, Zhi-Feng, Li, Ling-Ling, Liu, Yu-Wei, Liu, Jia-Qi, Li, Heng-Yi, Shen, Qiang

“…) considering renewable energy generation and propose a novel solving approach based on enhanced moth-flame optimization algorithm…”
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Using multi-objective sparrow search algorithm to establish active distribution network dynamic reconfiguration integrated optimization Autor Li, Ling-Ling, Xiong, Jun-Lin, Tseng, Ming-Lang, Yan, Zhou, Lim, Ming K.

“…•An ADN dynamic reconfiguration integrated optimization model is formulated.•A multi-objective sparrow search algorithm is proposed to optimize the model…”
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A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems Autor Kong, Xiangsong, Yang, Yongkuan, Lv, Zhisheng, Zhao, Jing, Fu, Rong

“…Many multi-objective evolutionary algorithms are proposed to handle constrained multi-objective optimization problems…”
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Feature information prediction algorithm for dynamic multi-objective optimization problems Autor Ma, Xuemin, Yang, Jingming, Sun, Hao, Hu, Ziyu, Wei, Lixin

“…•A dynamic multi-objective optimization algorithm based on feature information prediction (FIP…”
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Review: Multi-objective optimization methods and application in energy saving Autor Cui, Yunfei, Geng, Zhiqiang, Zhu, Qunxiong, Han, Yongming

“… able to find global optimal solutions. In this paper, we make a brief introduction of multi-objective optimization problems and some state-of-the-art intelligent algorithms…”
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Dynamic multi-objective optimization algorithm based decomposition and preference Autor 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 front (POF…”
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An effective multi-objective artificial hummingbird algorithm with dynamic elimination-based crowding distance for solving engineering design problems Autor Zhao, Weiguo, Zhang, Zhenxing, Mirjalili, Seyedali, Wang, Liying, Khodadadi, Nima, Mirjalili, Seyed Mohammad

“… Despite the merit, this algorithm can only solve problems with one objective. To solve complex multi-objective optimization problems, including engineering design problems, a multi-objective AHA (MOAHA…”
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A multi-objective particle swarm optimization algorithm based on dynamic boundary search for constrained optimization Autor Mohd Zain, Mohamad Zihin bin, Kanesan, Jeevan, Chuah, Joon Huang, Dhanapal, Saroja, Kendall, Graham

“… Due to increased search complexity in multi-objective optimization, premature convergence becomes a problem…”
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Dynamic switched crowding-based multi-objective particle swarm optimization algorithm for solving multi-objective AC-DC optimal power flow problem Autor Bakır, Hüseyin, Kahraman, Hamdi Tolga, Yılmaz, Samet, Duman, Serhat, Guvenc, Ugur

“… To overcome these challenges, twelve different versions of the dynamic switched crowding-based multi-objective particle swarm optimization (DSC-MOPSO…”
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Knowledge guided Bayesian classification for dynamic multi-objective optimization Autor Ye, Yulong, Li, Lingjie, Lin, Qiuzhen, Wong, Ka-Chun, Li, Jianqiang, Ming, Zhong

“…Dynamic multi-objective optimization problems (DMOPs) typically contain multiple conflicting objectives that vary over time, requiring the optimization algorithms to quickly track the changing Pareto-optimal solutions (POS…”
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Dynamic Multiobjective Optimization Algorithm Guided by Recurrent Neural Network Autor 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…”
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Dynamic optimization of wastewater treatment process based on novel multi-objective ant lion optimization and deep learning algorithm Autor Niu, Guoqiang, Li, Xiaoyong, Wan, Xin, He, Xinzhong, Zhao, Yinzhong, Yi, Xiaohui, Chen, Chen, Xujun, Liang, Ying, Guangguo, Huang, Mingzhi

“…In this paper, a novel dynamic optimization control based on multi-objective ant lion optimization (DMOALO…”
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A multi-objective migrating birds optimization algorithm based on game theory for dynamic flexible job shop scheduling problem Autor Wei, Lixin, He, Jinxian, Guo, Zeyin, Hu, Ziyu

“… optimization algorithm based on game theory. Firstly, in order to solve the problem of difficult to determine the weight in weighted multi-objective optimization, this paper introduces game theory to balance the Pareto optimality and fairness…”
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Multi-objective optimization of a hybrid renewable energy system supplying a residential building using NSGA-II and MOPSO algorithms Autor Cheraghi, Ramin, Hossein Jahangir, Mohammad

“… Multi-objective optimization of a hybrid system is investigated to supply an autonomous residential building…”
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A survey of artificial immune algorithms for multi-objective optimization Autor Li, Lingjie, Lin, Qiuzhen, Ming, Zhong

“… of multi-objective optimization after the evolutionary algorithms. In this paper, most MOIAs can be classified into three main categories according to the type of problem solving, i.e…”
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Multi-objective optimization of building retrofit in the Mediterranean climate by means of genetic algorithm application Autor Rosso, Federica, Ciancio, Virgilio, Dell'Olmo, Jacopo, Salata, Ferdinando

“…•Active archive non-dominated sorting genetic algorithm aNSGA-II was tested.•Building retrofit is considered by means of multi-objective optimization…”
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Multi-objective optimization of elliptical tube fin heat exchangers based on neural networks and genetic algorithm Autor Zhang, Tianyi, Chen, Lei, Wang, Jin

“…) in multi-objective optimization of heat exchangers is studied. Taking the tube fin heat exchanger (TFHE…”
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