Search Results - "Multi-objective algorithm"

Reinforcement learning-based multi-objective differential evolution algorithm for feature selection by Yu, Xiaobing, Hu, Zhengpeng, Luo, Wenguan, Xue, Yu

“…Feature Selection (FS) can be used to determine the optimal subset of features from a raw dataset by reducing dimensionality and improving accuracy. In this…”
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Multi-objective modelling of sustainable closed-loop supply chain network with price-sensitive demand and consumer’s incentives by Mogale, D.G., De, Arijit, Ghadge, Abhijeet, Aktas, Emel

“…•Developed multi-objective optimisation model for sustainable CLSC network problem.•Considered SCs complexity, price-sensitive demand and consumer’s…”
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Optimal pyranometer placement in bifacial PV plants on complex terrain by Salinas, Conrado García, Furones, Angel Martín, Julián, Ana Belén Anquela, Moreno, Jorge Aleix

“…[Display omitted] •Seven pyranometer placement algorithms are benchmarked in utility-scale PV plants.•Simulated irradiance includes shading, tracking geometry,…”
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A multi-objective approach for the trajectory planning of a 7-DOF serial-parallel hybrid humanoid arm by Wang, Zesheng, Li, Yanbiao, Sun, Peng, Luo, Yiqin, Chen, Bo, Zhu, Wentao

“…•Inspired by the human arm, a 7-DOF redundant hybrid humanoid arm is proposed.•Dynamic full solutions are obtained by equilibrium and deformation…”
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Improved non-dominated sorting genetic algorithm III for efficient of multi-objective cascade reservoirs scheduling under different hydrological conditions by Wang, Zhaocai, Zhao, Haifeng, Lu, Qin, Wu, Tunhua

“…•INSGA-Ⅲ has better convergence and stability in benchmarking test comparisons.•The three kinds of weight allocation of RSR make the scheme more comprehensive…”
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Comparative study on topology optimization of microchannel heat sink by using different multi-objective algorithms and objective functions by Wang, Jiahao, Melideo, Daniele, Liu, Xiaomin, Desideri, Umberto

“…•SAW model and ε-constraint method are used to multi-objective topology optimization.•Thermal performance goals adopt maximizing heat transfer and uniformity…”
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A GPU-accelerated adaptation of the PSO algorithm for multi-objective optimization applied to artificial neural networks to predict energy consumption by Iruela, J.R.S., Ruiz, L.G.B., Criado-Ramón, D., Pegalajar, M.C., Capel, M.I.

“…Optimization research often confronts the challenge of developing time consuming processes. This article introduces an innovative approach that leverages the…”
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Collaborative optimization of regional integrated energy system with multiple energy storage by Chen, Haoyu, Yang, Bing, Wang, Zhigang, Huang, Hai, Zheng, Yong, Sun, Yiran

“…•A collaborative optimization method for multiple energy storage systems is proposed.•A dual-population coevolution multi-objective optimization algorithm is…”
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A competitive mechanism based multi-objective differential evolution algorithm and its application in feature selection by Pan, Jeng-Shyang, Liu, Nengxian, Chu, Shu-Chuan

“…A large number of evolutionary algorithms have been introduced for multi-objective optimization problems in the past two decades. However, the compromise of…”
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A knee-guided algorithm to solve multi-objective economic emission dispatch problem by Yu, Xiaobing, Duan, Yuchen, Luo, Wenguan

“…Environmental protection and climate change have addressed tremendous pressure on thermal plants. So, the Economic Emission Dispatch (EED) problem has to…”
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Multi-strategy multi-modal multi-objective evolutionary algorithm using macro and micro archive sets by Peng, Hu, Zhang, Sixiang, Li, Lin, Qu, Boyang, Yue, Xuezhi, Wu, Zhijian

“…In multi-modal multi-objective optimization problems (MMOPs), more than one decision vector is mapped to the same objective vector. The loss of the optimal…”
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Multi-criteria decision analysis of entrainers screening on the extractive distillation process for separating ternary mixtures based on multi-objective optimization by Xu, Zhixia, Wang, Yao, Li, Jinlong, Wu, Hanbin, Pan, Jing, Ye, Qing

“…This study aims to use multi-criteria decision analysis to investigate the impacts of relative volatility and the thermodynamic properties of entrainers on the…”
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A hybrid load forecasting system based on data augmentation and ensemble learning under limited feature availability by Yang, Qing, Tian, Zhirui

“…Accurate power load forecasting is an important part of power system operation planning, it can ensure the stable operation of power systems and improve the…”
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Exergetic and economic analysis of a solar driven small scale ORC by Roumpedakis, Tryfon C., Loumpardis, George, Monokrousou, Evropi, Braimakis, Konstantinos, Charalampidis, Antonios, Karellas, Sotirios

“…The continuous increase in the energy demand and the reduction on fossil fuels reservoirs has shifted interest towards more “green” alternatives for…”
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Exploitation of Multi-Reservoir Systems Using the Bat Algorithm by Saeid Mohammadhosseini, Amirpouya Sarraf, Babak Aminnejad

“…Optimal management of water resources, especially in multi-reservoir systems, is of great importance due to limited water resources, climate change, increasing…”
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A Multi-Objective Design Architecture for Versatile Stretchable Touchscreen Displays by Wu, Ziyi, Gu, Yifan, Chen, Junwei, Qiu, Zhiguang, Cheng, Yunfan, Lu, Hao, Zhu, Yuyang, Wang, Yida, Lin, Yu-Sheng, Gui, Xuchun, Deng, Shaozhi, Qin, Zong, Yang, Bo-Ru

“…Stretchable touch sensors, which can be conformally attached to arbitrary surfaces, endow any uneven surfaces with intelligence for interacting with human by…”
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Wind speed forecasting based on multi-objective grey wolf optimisation algorithm, weighted information criterion, and wind energy conversion system: A case study in Eastern China by Wang, Chen, Zhang, Shenghui, Xiao, Ling, Fu, Tonglin

“…•A secondary denoising algorithm (SSA-EEMD) is proposed to extract the chief characters of wind speed series.•The combined model is based on sub model…”
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Multi-layer distributed multi-objective consensus algorithm for multi-objective economic dispatch of large-scale multi-area interconnected power systems by Yin, Linfei, Sun, Zhixiang

“…•Calculation speed, information privacy, and multiple objectives are considered.•Layering, multi-objective economic dispatch and distributed algorithm are…”
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Gene expression selection for cancer classification using intelligent collaborative filtering and hamming distance guided multi-objective swarm optimization by Agarwalla, Prativa, Mukhopadhyay, Sumitra

“…High dimensional microarray cancer datasets contain thousands of genes with a very few numbers of samples. High class imbalance, presence of noisy and…”
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Solving energy-efficient lock group co-scheduling problem with ship lift and approach channel using a collaborative adaptive multi-objective algorithm by Zheng, Qian-Qian, Zhang, Yu, Guo, Wen-Jing, Tian, Hong-Wei, He, Li-Jun

“…There is growing interest in the lock group co-scheduling research because of serious capacity imbalance between two dams at Three Gorges-Gezhou Dams Hub…”
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