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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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A Pareto-based multi-objective optimization algorithm to design energy-efficient shading devices by Khoroshiltseva, Marina, Slanzi, Debora, Poli, Irene

“…•We present a multi-objective optimization algorithm for shading design.•We combine Harmony search and Pareto-based procedures…”
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A hesitant fuzzy wind speed forecasting system with novel defuzzification method and multi-objective optimization algorithm by Wang, Jianzhou, Li, Hongmin, Wang, Ying, Lu, Haiyan

“…•Multi-fuzzification methods are proposed to deal with the non-determinism problem.•The weights of intervals are determined by multi-objective optimization algorithm…”
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An interval multi-objective optimization algorithm based on elite genetic strategy by Cui, Zhihua, Jin, Yaqing, Zhang, Zhixia, Xie, Liping, Chen, Jinjun

“… Therefore, this paper proposes an interval multi-objective optimization algorithm based on elite genetic strategy (EG-IMOEA…”
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