Suchergebnisse - "multi‐objective evolutionary algorithm"

Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack von Xue, Yu, Chen, Chen, Slowik, Adam

“… In this article, a multi-objective evolutionary algorithm with a probability stack (MOEA-PS) is proposed for NAS, which considers the two …”
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Self-adaptive multi-objective evolutionary algorithm for flexible job shop scheduling with fuzzy processing time von Li, Rui, Gong, Wenyin, Lu, Chao

“… ) to minimize the makespan and the total workload simultaneously. A mixed integer liner programming model is presented and a hybrid self-adaptive multi-objective evolutionary algorithm based on decomposition (HPEA …”
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Neural architecture search via reference point based multi‐objective evolutionary algorithm von Tong, Lyuyang, Du, Bo

“… •We propose RNSGA-Net for neural architecture search, which balances the conflict objectives and considers the preference of decision-makers.•We augment an …”
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Dynamic multi-objective evolutionary algorithm based on knowledge transfer von Wu, Linjie, Wu, Di, Zhao, Tianhao, Cai, Xingjuan, Xie, Liping

“… However, if all individuals are transferred, they may experience negative transfers. Therefore, this paper proposes a novel knowledge transfer method for the dynamic multi-objective evolutionary algorithm (T-DMOEA …”
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A stable-state multi-objective evolutionary algorithm based on decomposition von Wang, Jing, Zheng, Yuxin, Huang, Pengcheng, Peng, Hu, Wu, Zhijian

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A 3 dB SISL coupler design by multi‐objective evolutionary algorithm based on decomposition von Zhang, Yongliang, Yi, Yu, Feng, Linping, Qi, Guangfei, Zhang, Xianfang, Zhang, Xiaoping, Yang, Chen

“… ‐objective evolutionary algorithm based on decomposition (MOEA/D) is proposed. SISL technology can provide electromagnetic shielding performance and realize the low loss, lightweight, and self‐packaging. The highly time …”
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Multimodal multi-objective evolutionary algorithm for multiple path planning von Yao, Xingyi, Li, Wenhua, Pan, Xiaogang, Wang, Rui

“… •A diversity-based fitness indicator is proposed.•A novel multimodal multi-objective evolutionary algorithm is proposed …”
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Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing von Ismayilov, Goshgar, Topcuoglu, Haluk Rahmi

“… Workflow scheduling is a largely studied research topic in cloud computing, which targets to utilize cloud resources for workflow tasks by considering the …”
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A hybrid ensemble pruning approach based on consensus clustering and multi-objective evolutionary algorithm for sentiment classification von Onan, Aytuğ, Korukoğlu, Serdar, Bulut, Hasan

“… Sentiment analysis is a critical task of extracting subjective information from online text documents. Ensemble learning can be employed to obtain more robust …”
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A Pareto Front grid guided multi-objective evolutionary algorithm von Xu, Ying, Zhang, Huan, Huang, Lei, Qu, Rong, Nojima, Yusuke

“… (multi-objective evolutionary algorithms based on decomposition) have shown to be lack of the ability to balance the diversity and the convergence to track the true Pareto Fronts during the search …”
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Solution of constrained mixed‐integer multi‐objective optimal power flow problem considering the hybrid multi‐objective evolutionary algorithm von Ali, Aamir, Abbas, Ghulam, Keerio, Muhammad Usman, Koondhar, Mohsin Ali, Chandni, Kiran, Mirsaeidi, Sohrab

“… An Optimal power flow (OPF) is non‐linear and constrained multi‐objective problem. OPF problems are expensive and evolutionary algorithms (EAs) are …”
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A flexible reference point-based multi-objective evolutionary algorithm: An application to the UAV route planning problem von Dasdemir, Erdi, Köksalan, Murat, Tezcaner Öztürk, Diclehan

“… •We develop a preference-based MOEA to converge to reference points.•The decision maker may change reference points throughout the algorithm.•The algorithm …”
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Information gain-based multi-objective evolutionary algorithm for feature selection von Zhang, Baohang, Wang, Ziqian, Li, Haotian, Lei, Zhenyu, Cheng, Jiujun, Gao, Shangce

“… Feature selection (FS) has garnered significant attention because of its pivotal role in enhancing the efficiency and effectiveness of various machine learning …”
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An automatic multi-objective evolutionary algorithm for the hybrid flowshop scheduling problem with consistent sublots von Zhang, Biao, Pan, Quan-ke, Meng, Lei-lei, Lu, Chao, Mou, Jian-hui, Li, Jun-qing

“… Lot streaming is the most widely used technique to facilitate overlapping of successive operations. Inspired by real-world scenarios, this paper studies a …”
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A multi-modal multi-objective evolutionary algorithm based on scaled niche distance von Cao, Jie, Qi, Zhi, Chen, Zuohan, Zhang, Jianlin

“… To address this issue, a novel multi-modal multi-objective evolutionary algorithm (MMEA) named MMEA-SND is proposed in this study …”
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Multi-Objective Evolutionary Algorithm for PET Image Reconstruction: Concept von Abouhawwash, Mohamed, Alessio, Adam M.

“… In many diagnostic imaging settings, including positron emission tomography (PET), images are typically used for multiple tasks such as detecting disease and …”
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ANN-based modeling and reducing dual-fuel engine’s challenging emissions by multi-objective evolutionary algorithm NSGA-II von Lotfan, S., Ghiasi, R. Akbarpour, Fallah, M., Sadeghi, M.H.

“… •A turbocharged heavy duty 4 stroke direct injection dual-fuel engine is considered.•CO and NOx are predicted with training correlation factors of 0.9969 and …”
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Scheduling stochastic distributed flexible job shops using an multi-objective evolutionary algorithm with simulation evaluation von Fu, Yaping, Gao, Kaizhou, Wang, Ling, Huang, Min, Liang, Yun-Chia, Dong, Hongyu

“… The trend of reverse globalisation prompts manufacturing enterprises to adopt distributed structures with multiple factories for improving production …”
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Mining High Quality Patterns Using Multi-Objective Evolutionary Algorithm von Fang, Wei, Zhang, Qiang, Sun, Jun, Wu, Xiao-Jun

“… In order to solve the proposed three-objective problem efficiently, an improved multi-objective evolutionary algorithm for HQPM (MOEA-PM) is proposed …”
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Multi-objective evolutionary algorithm based on RBF network for solving the stochastic vehicle routing problem von Niu, Yunyun, Shao, Jie, Xiao, Jianhua, Song, Wen, Cao, Zhiguang

“… Most multi-objective evolutionary algorithm dealing with this problem update current population without any guidance from previous searching experience …”
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