Search Results - "multi-objective optimization algorithm"

A multi-objective optimization algorithm for feature selection problems by Abdollahzadeh, Benyamin, Gharehchopogh, Farhad Soleimanian

“…Feature selection (FS) is a critical step in data mining, and machine learning algorithms play a crucial role in algorithms performance. It reduces the…”
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Efficient multi-objective optimization algorithm for hybrid flow shop scheduling problems with setup energy consumptions by Li, Jun-qing, Sang, Hong-yan, Han, Yu-yan, Wang, Cun-gang, Gao, Kai-zhou

“…This paper proposes an energy-aware multi-objective optimization algorithm (EA-MOA) for solving the hybrid flow shop…”
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Dynamic adaptive multi-objective optimization algorithm based on type detection by Cai, Xingjuan, Wu, Linjie, Zhao, Tianhao, Wu, Di, Zhang, Wensheng, Chen, Jinjun

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Hour-ahead photovoltaic generation forecasting method based on machine learning and multi objective optimization algorithm by Wang, Jianzhou, Zhou, Yilin, Li, Zhiwu

“…•In the light of the decomposition and ensemble mechanism, the designed system decomposes the original PV power series, reduces the high-frequency noise, so as…”
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A combined model based on data preprocessing strategy and multi-objective optimization algorithm for short-term wind speed forecasting by Niu, Xinsong, Wang, Jiyang

“…•A multi-objective optimization algorithm is successfully developed.•Employ a data denoising strategy to process the raw wind speed sequence…”
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Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems by Mirjalili, Seyedali, Jangir, Pradeep, Saremi, Shahrzad

“…This paper proposes a multi-objective version of the recently proposed Ant Lion Optimizer (ALO) called Multi-Objective Ant Lion Optimizer (MOALO). A repository…”
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An adaptive strategy based multi-population multi-objective optimization algorithm by Zhao, Tianhao, Wu, Linjie, Cui, Zhihua, Qin, A.K.

“…An algorithm is sensitive to parameters; different parameter settings for solving optimization problems can thus have a serious impact on algorithm…”
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Multi-objective spotted hyena optimizer: A Multi-objective optimization algorithm for engineering problems by Dhiman, Gaurav, Kumar, Vijay

“…•A novel multi-objective algorithm called Multi-objective Spotted Hyena Optimizer is proposed.•The proposed MOSHO is benchmarked on 24 real challenging…”
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Multi-Objective Optimization Algorithm With Adaptive Resource Allocation for Truck-Drone Collaborative Delivery and Pick-Up Services by Luo, Qizhang, Wu, Guohua, Trivedi, Anupam, Hong, Fangyu, Wang, Ling, Srinivasan, Dipti

“…To efficiently implement the truck-drone collaborative logistics system, we introduce a multi-objective truck-drone collaborative routing problem with delivery…”
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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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Interval forecasting system for electricity load based on data pre-processing strategy and multi-objective optimization algorithm by Wang, Jianzhou, Zhang, Linyue, Li, Zhiwu

“…•Interval forecasting system is proposed to quantify the uncertainty information.•Data decomposition strategy is employed to process original data.•A novel…”
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A Pareto-based collaborative multi-objective optimization algorithm for energy-efficient scheduling of distributed permutation flow-shop with limited buffers by Lu, Chao, Huang, Yuanxiang, Meng, Leilei, Gao, Liang, Zhang, Biao, Zhou, Jiajun

“…). To solve this energy-efficient DPFSP-LB, a Pareto-based collaborative multi-objective optimization algorithm (CMOA) is proposed…”
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Multi-objective optimization algorithm coupled to EnergyPLAN software: The EPLANopt model by Prina, Matteo Giacomo, Cozzini, Marco, Garegnani, Giulia, Manzolini, Giampaolo, Moser, David, Filippi Oberegger, Ulrich, Pernetti, Roberta, Vaccaro, Roberto, Sparber, Wolfram

“…The planning of energy systems with high penetration of renewables is becoming more and more important due to environmental and security issues. On the other…”
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Congestion control in wireless sensor networks by hybrid multi-objective optimization algorithm by Singh, Karishma, Singh, Karan, Son, Le Hoang, Aziz, Ahmed

“…In this paper, a new congestion control algorithm for Wireless Sensor Networks is proposed. The existing algorithms for this problem have high complexity and…”
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Spatial layout optimization of green infrastructure based on life-cycle multi-objective optimization algorithm and SWMM model by Zhu, Yifei, Xu, Changqing, Liu, Zijing, Yin, Dingkun, Jia, Haifeng, Guan, Yuntao

“…•A life-cycle evaluation framework coupled with NSGA-II and SWMM was proposed.•NSGA-II algorithm was used for automatic GI layout optimization.•SWMM was used…”
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High Performance Computing for Cyber Physical Social Systems by Using Evolutionary Multi-Objective Optimization Algorithm by Wang, Gai-Ge, Cai, Xingjuan, Cui, Zhihua, Min, Geyong, Chen, Jinjun

“…Cyber-physical social systems (CPSS) is an emerging complicated topic which is a combination of cyberspace, physical space, and social space. Many problems in…”
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Kernel-based hybrid multi-objective optimization algorithm (KHMO) by Flor-Sánchez, Carlos O., Reséndiz-Flores, Edgar O., García-Calvillo, Irma D.

“…A new hybrid evolutionary algorithm named Kernel-based Hybrid Multi-Objective Optimization Algorithm (KHMO…”
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Energy efficient process for the separation of acetone/methanol/dichloromethane by extractive distillation with mixed entrainers based on multi-objective optimization algorithm by Wang, Kaicong, Zu, Chuanxiang, Zhao, Yue, Chang, Lu, Meng, Fanqing, Qi, Jianguang, Wang, Yinglong, Zhu, Zhaoyou, Wang, Shuai, Yang, Jingwei, Cui, Peizhe

“…•The energy saving intensification of MIXED strategy was studied.•The mixed extractants extractive distillation method was proposed.•Multi-objective…”
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A Two‐Archive Constrained Multi‐Objective Optimization Algorithm Based on Two‐Stage Weak Cooperation by Tang, Wenliang, Jia, Peng, Yang, Zehao, Guo, Weibin, Ding, Weichao

“… This study proposes a two‐archive constrained multi‐objective optimization algorithm with two…”
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Constructal design of printed circuit recuperator for S-CO2 cycle via multi-objective optimization algorithm by Dan, ZhiSong, Feng, HuiJun, Chen, LinGen, Liao, NaiBing, Ge, YanLin

“…Based on a constructal theory, the structure design of a printed circuit recuperator with a semicircular heat transfer channel for supercritical CO 2 cycle is…”
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