Výsledky vyhledávání - Multi-objective sparrow search algorithm

Multi-objective sparrow search algorithm: A novel algorithm for solving complex multi-objective optimisation problems Autor Li, Bin, Wang, Honglei

“…•A novel multi-objective sparrow search algorithm (MOSSA) is proposed.•2k crowding-distance entropy is proposed to maintain the diversity…”
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Using multi-objective sparrow search algorithm to establish active distribution network dynamic reconfiguration integrated optimization Autor Li, Ling-Ling, Xiong, Jun-Lin, Tseng, Ming-Lang, Yan, Zhou, Lim, Ming K.

“…•An ADN dynamic reconfiguration integrated optimization model is formulated.•A multi-objective sparrow search algorithm is proposed to optimize the model…”
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Fusion prediction strategy-based dynamic multi-objective sparrow search algorithm Autor Wu, Rui, Huang, Haisong, Wei, Jianan, Huang, Hefan, Wang, Shixin, Zhu, Yunwei, Han, Zhenggong, Gu, Qiang

“… For this purpose, a dynamic multi-objective sparrow search algorithm (SSA) with fusion prediction strategy, based on difference model and kernel extreme learning machine (DMOSSA-FPS), is proposed…”
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Epi-SSA: A novel epistasis detection method based on a multi-objective sparrow search algorithm Autor Sun, Liyan, Bian, Jingwen, Xin, Yi, Jiang, Linqing, Zheng, Linxuan

“… Epi-SSA draws inspiration from the sparrow search algorithm and optimizes the population based on multiple objective functions in each iteration, in order to be able to more precisely identify epistatic interactions…”
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Machine Learning Surrogate Model Optimized by Improved Sparrow Search Algorithm for Multi-Objective Optimization of Permanent Magnet Synchronous Motor Direct-Drive Pump Autor Zhang, Yiming, Fei, Liangyu, Chui, Chee-Kong, Chng, Chin-Boon, Zhao, Shengdun, Li, Jingxiang

“…This study introduces an Improved Sparrow Search Algorithm (ISSA) to address the challenges of machine learning Hyperparameter Optimization (HPO…”
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Optimal capacity configuration of wind-photovoltaic-storage hybrid system: A study based on multi-objective optimization and sparrow search algorithm Autor Ma, Xiaomei, Deveci, Muhammet, Yan, Jie, Liu, Yongqian

“… The sparrow search algorithm is utilized to solve this model. A case study is conducted on a large-scale hybrid system in a northwestern region in China…”
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Sparrow search algorithm with adaptive t distribution for multi-objective low-carbon multimodal transportation planning problem with fuzzy demand and fuzzy time Autor Zhang, Huizhen, Huang, Qin, Ma, Liang, Zhang, Ziying

“… Then, the mathematical model of uncertain MOLCMTPP-FDFT is transformed into a deterministic model. Based on the sparrow search algorithm, t distribution and the concept of Pareto…”
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MOTO-MASSA: multi-objective task offloading based on modified sparrow search algorithm for fog-assisted IoT applications Autor Khedr, Ahmed M., Alfawaz, Oruba, Alseid, Marya, El-Moursy, Ali

“…With the ongoing advancements and extensive utilization of internet of things (IoT) technologies, Fog computing architecture has become a hot research topic in…”
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Multi-objective Sparrow Search Algorithm Based on Knee Points for Task Offloading in Multi-Cloudlet Autor Wei, Guiyi, Wang, Anding, Chen, Chaijun, Huang, Kai

“… For this purpose, a multi-objective intelligent algorithm, referred as Multi-objective Sparrow Search Algorithm (MSSA…”
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Optimization of Capacity Configuration of Wind–Solar–Diesel–Storage Using Improved Sparrow Search Algorithm Autor Dong, Jun, Dou, Zhenhai, Si, Shuqian, Wang, Zichen, Liu, Lianxin

“… cost, environmental protection and power supply quality as indicators has been established, and the multi-objective sparrow search algorithm is used to optimize the solution…”
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Multi-objective optimal scheduling of cascade reservoirs in complex basin systems: Case study of the Jinsha River-Yalong River confluence basin in China Autor Wang, Zhaocai, Zhu, Zhihua, Luan, Hualong, Wu, Tunhua

“… In this study, an improved multi-objective sparrow search algorithm (IMOSSA) is proposed to solve the problem, which overcome the classical SSA solution efficiency instability and easy to fall into the local optimal solution through Tent mapping, levy…”
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Path Planning of Multi-Objective Underwater Robot Based on Improved Sparrow Search Algorithm in Complex Marine Environment Autor Li, Bin, Mao, Jianlin, Yin, Shuyi, Fu, Lixia, Wang, Yan

“… To find a path with minimum cost of the actual environmental threats, navigation height changes and the minimum energy consumption of the AUV, an improved sparrow search algorithm is designed…”
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WSN Coverage Optimization Based on the Improved Multi-Objective Sparrow Search Algorithm Autor Jiao, Xuyang, Du, Fei, Zhao, Xiongwen, Geng, Suiyan

“…To enhance the coverage and overall performance of wireless sensor networks, this paper introduces an improved multi-objective sparrow search algorithm (SSA…”
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Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm Autor Yao, Zhiyuan, Wang, Zhaocai, Cui, Xuefei, Zhao, Haifeng

“… are introduced to the sparrow search algorithm (SSA) to form an improved sparrow search algorithm (ISSA…”
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Multi-Objective Optimization of Steel Pipe Pile Cofferdam Construction Based on Improved Sparrow Search Algorithm Autor Jiang, Zaolong, Yang, Chengfang, Yue, Hongbo

“… The model aims to minimize duration and cost while maximizing quality. Additionally, it proposes an improved sparrow search algorithm (ISSA…”
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Multi-objective Optimization of Single-stage High-flow Centrifugal Blower Based on Sparrow Search Algorithm-back Propagation Neural Network and Non-dominated Sorting Genetic Algorithm - Autor Lei, C., Zhang, J., Li, F., Wang, Z., Yang, H., Zhang, W., Wei, Y.

“…In this paper, the aerodynamic performance of the single-stage high-flow centrifugal blower is enhanced and optimized through multi-objective optimization by modifying the geometry parameters of the impeller…”
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YOLOv3-MSSA based hot spot defect detection for photovoltaic power stations Autor Gu, Kaiming, Chen, Yong

“… The Multi objective Sparrow is employed to achieve multiple objectives. It is very contributing in the detection of low-resolution features…”
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A combined framework based on feature selection and multivariate mixed-frequency for crude oil prices point and interval forecasting Autor Long, Jun, Li, Lue, Li, Zejun

“…Effective crude oil price forecasting is essential for energy supply stabilization, investment decisions, policy formulation, and economic impact assessment…”
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Multi-Objective Antenna Design Based on BP Neural Network Surrogate Model Optimized by Improved Sparrow Search Algorithm Autor Wang, Zhongxin, Qin, Jian, Hu, Zijiang, He, Jian, Tang, Dong

“…, an efficient design method of the multi-objective antenna is proposed based on the multi-strategy improved sparrow search algorithm (MISSA…”
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A novel artificial hummingbird algorithm for integrating renewable based biomass distributed generators in radial distribution systems Autor Fathy, Ahmed

“…•Two versions of AHA are proposed to solve single and multi-objective problems with the purpose of minimizing the network active power loss and voltage deviation…”
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