Search Results - "Reference Vector-guided Evolutionary Algorithm"

A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization by Ran Cheng, Yaochu Jin, Olhofer, Markus, Sendhoff, Bernhard

“…In evolutionary multiobjective optimization, maintaining a good balance between convergence and diversity is particularly crucial to the performance of the…”
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A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization by Chugh, Tinkle, Jin, Yaochu, Miettinen, Kaisa, Hakanen, Jussi, Sindhya, Karthik

“…We propose a surrogate-assisted reference vector guided evolutionary algorithm (EA) for computationally expensive optimization problems with more than three objectives…”
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An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems by Liu, Qiqi, Jin, Yaochu, Heiderich, Martin, Rodemann, Tobias, Yu, Guo

“…Most reference vector-based decomposition algorithms for solving multiobjective optimization problems may not be well suited for solving problems with…”
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Multi-objective optimization for impeller structure parameters of fuel cell air compressor using linear-based boosting model and reference vector guided evolutionary algorithm by Fu, Jianqin, Wang, Huailin, Sun, Xilei, Bao, Huanhuan, Wang, Xun, Liu, Jingping

“… Vector Guided Evolutionary Algorithm (RVEA). Simulation results indicate that the impeller of the original compressor exhibits significant entropy increase, insufficient gas compression and serious energy dissipation, highlighting considerable…”
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Reference Vector-guided Evolutionary Algorithm for cluster analysis of single-cell transcriptomes by Rodríguez-Bejarano, Fernando M., Vega-Rodríguez, Miguel A., Santander-Jiménez, Sergio

“…Single-cell RNA-sequencing (scRNA-seq) has revolutionized transcriptomic studies by providing detailed insights into gene expression profiles at the…”
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Efficient constrained large-scale multi-objective optimization based on reference vector-guided evolutionary algorithm by Fan, Chaodong, Wang, Jiawei, Yang, Laurence T., Xiao, Leyi, Ai, Zhaoyang

“…The large-scale multi-objective optimization problem exist widely in reality while they have complex constraints. The simultaneous effect of the large-scale…”
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A data augmentation based Kriging-assisted reference vector guided evolutionary algorithm for expensive dynamic multi-objective optimization by Liu, Zhening, Wang, Handing

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Multi-strategy reference vector guided evolutionary algorithm and its application in multi-objective optimal scheduling of microgrid systems containing electric vehicles by Wang, Yeqin, Guo, Xinzhe, Zhang, Chu, Liang, Rui, Peng, Tian, Yang, Yan, Wu, Mingjiang, Zhou, Yuxin

“… Meanwhile, Chebyshev mapping is introduced into the reference vector guided evolutionary algorithm (RVEA…”
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Modeling and parameter identification of seated human body with the reference vector guided evolutionary algorithm by Zhang, Shuguang, Shi, Wenku, Chen, Zhiyong

“…The low frequency vibration of the vehicle in motion has a great influence on the ride comfort of occupants. The research on the vibration response…”
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A coordinated optimization framework for flexible operation of pumped storage hydropower system: Nonlinear modeling, strategy optimization and decision making by Zhao, Zhigao, Yang, Jiandong, Yang, Weijia, Hu, Jinhong, Chen, Man

“…[Display omitted] •The framework consisting of nonlinear modeling, strategy optimization and decision making is presented.•Trade-off between accuracy and…”
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A novel hybrid hypervolume indicator and reference vector adaptation strategies based evolutionary algorithm for many-objective optimization by Dhiman, Gaurav, Soni, Mukesh, Pandey, Hari Mohan, Slowik, Adam, Kaur, Harsimran

“…A novel hybrid many-objective evolutionary algorithm called Reference Vector Guided Evolutionary Algorithm based on hypervolume indicator (H-RVEA…”
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Solar-assisted tri-generation system with LCPV‑CPC and small-scale gas turbine for year-round clean energy in hot-dry climates by Ben Hamida, Mohamed Bechir, Rasheed, Rassol Hamed, Singh, Narinderjit Singh Sawaran, Taghavi, Mohammad

“…‑grade thermal integration and dispatch optimization. A methodological novelty lies in applying a Reference Vector Guided Evolutionary Algorithm (RVEA) with entropy…”
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The IGD+ Indicator and Reference Vector Guided Evolutionary Algorithm for Many-objective Optimization Problems by Shang, Zhengkun, Qin, Yuqing, Wang, Yudong, Li, Fei, Shen, Hao, Wang, Jing

“…Performance indicators are suitable for the environmental selection in evolutionary multi-objective evolutionary algorithms (EAs). Balancing convergence and…”
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A Kriging-Assisted Reference Vector Guided Multi-Objective Evolutionary Fuzzy Clustering Algorithm for Image Segmentation by Zhao, Feng, Zeng, Zhe, Liu, Han Qiang, Fan, Jiu Lun

“…In order to reduce the computational complexity of multi-objective evolutionary optimization-based clustering algorithms, a Kriging-assisted reference vector…”
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Mechanism-enhanced data-driven method for the joint optimization of boiler combustion and selective catalytic reduction systems considering gas temperature deviations by Zhu, Yukun, Yu, Cong, Jin, Wei, Shi, Ling, Chen, Bo, Xu, Pei

“… Based on this model, the inequality-constrained reference vector-guided evolutionary algorithm is employed for multiobjective combustion optimization considering the constraints…”
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Can modern multi-objective evolutionary algorithms discover high-dimensional financial risk portfolio tradeoffs for snow-dominated water-energy systems? by Gupta, Rohini S., Hamilton, Andrew L., Reed, Patrick M., Characklis, Gregory W.

“…•Benchmarking multi-objective financial risk portfolios for snow-driven hydropower.•Self-adaptive search can more effectively capture complex financial risk…”
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A Comparative Study of State-of-the-art Metaheuristics for Solving Many-objective Optimization Problems of Fixed Wing Unmanned Aerial Vehicle Conceptual Design by Anosri, Siwakorn, Panagant, Natee, Champasak, Pakin, Bureerat, Sujin, Thipyopas, Chinnapat, Kumar, Sumit, Pholdee, Nantiwat, Yıldız, Betül Sultan, Yildiz, Ali Riza

“… optimization, Reference vector guided evolutionary algorithm, Multi-objective bat algorithm with nondominated sorting, multi-objective flower pollination algorithm, Multi-objective cuckoo search…”
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Strategic optimization of engine performance and emissions with bio-hydrogenated diesel and biodiesel: A RVEA-GRNNs framework by Klinkaew, Niti, Wiangkham, Attasit, Ariyarit, Atthaphon, Aengchuan, Prasert, Pumpuang, Anupap, Sripratum, Sarunporn, Maneedaeng, Atthaphon, Srisertpol, Jiraphon, Sukjit, Ekarong

“… Vector Guided Evolutionary Algorithm with a surrogate objective function via Generalized Regression Neural Networks…”
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Recommendation Based on Large-Scale Many-Objective Optimization for the Intelligent Internet of Things System by Cao, Bin, Zhang, Yatian, Zhao, Jianwei, Liu, Xin, Skonieczny, Lukasz, Lv, Zhihan

“…Recommender systems are of great significance for mining the data generated by the Internet of Things (IoT) and are important for the intelligent IoT systems…”
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Dynamic robust fusion neural network assisted multi-objective optimization framework for scramjet inlet design by Ren, Hu, Ma, Yue, Tong, Shuhong, Tian, Ye

“…-making in aerodynamic design. The framework employs the adaptive reference vector guided evolutionary algorithm (ARVEA…”
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